{"id":"W2939055609","doi":"10.3389/fnins.2019.00368","title":"Commentary: A Neural Mechanism of Social Categorization","year":2019,"lang":"en","type":"letter","venue":"Frontiers in Neuroscience","topic":"Action Observation and Synchronization","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Fundamental Research Funds for the Central Universities; Shanghai Office of Philosophy and Social Science; Tongji University","keywords":"Mechanism (biology); Categorization; Cognitive science; Neuroscience; Computer science; Psychology; Cognitive psychology; Artificial intelligence; Epistemology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002470908,0.001118133,0.001118814,0.00103999,0.002840767,0.00273315,0.002867914,0.03225687,0.01999953],"category_scores_gemma":[0.01656137,0.0005515988,0.001221311,0.0005567112,0.002964594,0.002642625,0.001453666,0.02392099,0.01781821],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002944183,"about_ca_system_score_gemma":0.002416813,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006826334,"about_ca_topic_score_gemma":0.007912519,"domain_scores_codex":[0.9987097,0.0002243242,0.0001356372,0.0002833345,0.000500204,0.000146946],"domain_scores_gemma":[0.9907768,0.004455596,0.0003860166,0.0003400863,0.003102727,0.0009388105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004992213,0.000008825908,0.00005234918,0.00004751443,0.000006043635,0.0001424361,0.00001809032,0.00002335264,0.00009076772,0.0008561571,0.9951579,0.003546751],"study_design_scores_gemma":[0.0001555184,0.00005584178,0.001162662,0.0002606167,0.00003879795,0.0006760765,0.0001306736,0.0005198822,0.0005115997,0.02226993,0.9741489,0.00006947276],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0001855381,0.00156308,0.0002138302,0.8772345,0.1178203,0.00001562556,0.0003480733,0.0001043582,0.002514667],"genre_scores_gemma":[0.003882012,0.001709459,0.0003184651,0.7594771,0.2167456,0.00007412034,0.0001524818,0.00005640811,0.01758434],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03225687,"threshold_uncertainty_score":0.06690508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02929617147832905,"score_gpt":0.2842166555480252,"score_spread":0.2549204840696961,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}