{"id":"W2104243359","doi":"10.1002/hipo.20735","title":"Neural system interactions underlying human transitive inference","year":2010,"lang":"en","type":"article","venue":"Hippocampus","topic":"Memory and Neural Mechanisms","field":"Neuroscience","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"Baycrest Hospital; Hospital for Sick Children; University of Toronto","funders":"","keywords":"Associative property; Inference; Transitive relation; Caudate nucleus; Task (project management); Hippocampus; Associative learning; Psychology; Neuroscience; Artificial neural network; Reinforcement learning; Cognitive psychology; Artificial intelligence; Computer science; Cognitive science; Machine learning; Mathematics","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":[0.0002548686,0.0001956976,0.0002095887,0.0002411284,0.0002514504,0.0008169848,0.0003361859,0.0004031599,0.002100849],"category_scores_gemma":[0.001919223,0.0003220724,0.0001999155,0.0001643153,0.0006544976,0.0006208529,0.0005955211,0.0004586485,0.000195601],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003321613,"about_ca_system_score_gemma":0.0003197817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001787822,"about_ca_topic_score_gemma":0.002103045,"domain_scores_codex":[0.9998502,0.0000383261,0.000009913421,0.00003984387,0.00003422083,0.00002757355],"domain_scores_gemma":[0.9996357,0.0001625248,0.0001007989,0.00003360292,0.00003234835,0.00003510389],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001334659,0.0002890968,0.05223066,0.0003934496,0.0004274196,0.001681991,0.002202431,0.03607001,0.709093,0.03745786,0.002094258,0.1567252],"study_design_scores_gemma":[0.0001812192,0.0006821435,0.6612663,0.00008460861,0.0001925879,0.002165263,0.0006797207,0.1686634,0.05090217,0.1121015,0.002960597,0.0001205166],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.956952,0.0004476475,0.03415106,0.000405742,0.00002897293,0.00005091589,0.0001904894,0.0001497561,0.007623307],"genre_scores_gemma":[0.9959334,0.0001500511,0.003248133,0.00003387426,0.000009648888,0.00002395392,0.00007201685,0.00001397601,0.0005149898],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002100849,"threshold_uncertainty_score":0.007028043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.134130356512454,"score_gpt":0.368792642069468,"score_spread":0.234662285557014,"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."}}