Version history

{
  "scope": "virtual robotic agent (computational model of basal ganglia-cortex-thalamus circuits)",
  "claim_text": "A biologically plausible model of action discovery requires a complex interplay of cortico-striatal plasticity and novelty salience mediated by phasic dopamine sensory prediction errors within basal ganglia-cortex-thalamus loops.",
  "raw_fields": {
    "n": null,
    "doi": "10.3389/fnbot.2013.00004",
    "claim": "A biologically plausible model of action discovery requires a complex interplay of cortico-striatal plasticity and novelty salience mediated by phasic dopamine sensory prediction errors within basal ganglia-cortex-thalamus loops.",
    "cite_key": "Bolado2013",
    "evidence": "A biomimetic computational model incorporating basal ganglia loops through cortex and thalamus with reinforcement learning, phasic dopamine-driven cortico-striatal plasticity, and novelty salience was tested on a virtual robotic agent performing an object interaction task mimicking an in vivo protocol.",
    "effect_size": null,
    "text_access": "abstract_only",
    "study_system": "virtual robotic agent (computational model of basal ganglia-cortex-thalamus circuits)",
    "source_cluster_id": "cluster_01",
    "replication_status": "novel",
    "claim_source_sentence": "We conclude that action learning is underpinned by a complex interplay of plasticity and stimulus salience, and that our model contains many of the elements for biological action discovery to take place.",
    "replication_evidence_dois": [],
    "effect_size_source_sentence": null
  },
  "section_id": "section_01",
  "source_url": "https://github.com/AllenNeuralDynamics/ComputationalReviewLoops/blob/0632aae8abc141909207fe91f6349b9e36489c3b/evidence/section_01_evidence_package.json",
  "effect_size": null,
  "review_repo": "ComputationalReviewLoops",
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  "source_kind": "review_finding",
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    "paper:paper-b18fcb4cbe0a"
  ],
  "source_span": "We conclude that action learning is underpinned by a complex interplay of plasticity and stimulus salience, and that our model contains many of the elements for biological action discovery to take place.",
  "study_system": "virtual robotic agent (computational model of basal ganglia-cortex-thalamus circuits)",
  "evidence_refs": [
    {
      "ref": "paper:paper-b18fcb4cbe0a"
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  "section_title": "Introduction: Swanson's Loop Hypothesis and Its Intellectual Lineage",
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    "notes": [
      "Local review repositories are read-only inputs.",
      "SciDEX stores paper metadata, structured evidence, file pointers, and short citation contexts; it does not copy full review prose."
    ],
    "source_commit_sha": "0632aae8abc141909207fe91f6349b9e36489c3b",
    "source_repository_url": "https://github.com/AllenNeuralDynamics/ComputationalReviewLoops"
  },
  "evidence_summary": "A biomimetic computational model incorporating basal ganglia loops through cortex and thalamus with reinforcement learning, phasic dopamine-driven cortico-striatal plasticity, and novelty salience was tested on a virtual robotic agent performing an object interaction task mimicking an in vivo protocol.",
  "review_bundle_ref": "analysis_bundle:ab-d49e54403ef9",
  "replication_status": "novel",
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  "source_artifact_ref": "wiki_page:computationalreviewloops-01",
  "origin_url": "https://github.com/AllenNeuralDynamics/ComputationalReviewLoops/blob/0632aae8abc141909207fe91f6349b9e36489c3b/evidence/section_01_evidence_package.json",
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  "created_by": "persona-jerome-lecoq-gbo-neuroscience",
  "repository_url": "https://github.com/AllenNeuralDynamics/ComputationalReviewLoops"
}