{"id":"W2930662343","doi":"10.1016/j.cognition.2019.03.015","title":"Passively learned spatial navigation cues evoke reinforcement learning reward signals","year":2019,"lang":"en","type":"article","venue":"Cognition","topic":"Memory and Neural Mechanisms","field":"Neuroscience","cited_by":10,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria","funders":"","keywords":"Psychology; Cognitive map; Reinforcement learning; Cognition; Cognitive psychology; Reinforcement; Spatial memory; Neuroscience; Artificial intelligence; Computer science; Social psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001815311,0.0001268146,0.0001266182,0.00006542788,0.0001865596,0.000060789,0.000100111,0.00007244212,0.001092447],"category_scores_gemma":[0.0003744125,0.0001224176,0.00005603535,0.0001383255,0.00002246825,0.0003313215,0.00004325893,0.0002251191,0.002065209],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002604218,"about_ca_system_score_gemma":0.00001935424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002190086,"about_ca_topic_score_gemma":6.330068e-7,"domain_scores_codex":[0.9986705,0.000202961,0.0002132256,0.0003549416,0.0003391368,0.0002192875],"domain_scores_gemma":[0.9994293,0.0001564427,0.000167294,0.000119968,0.00006250475,0.00006448865],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00009887934,0.00001687633,0.00004403369,0.00002865371,0.000001871053,0.00001056075,0.000136402,0.0006285259,0.9900916,0.0002323642,0.00003239429,0.008677877],"study_design_scores_gemma":[0.0005207789,0.0004435927,0.0001398498,0.0001129593,0.00001374802,0.00001264066,0.00006915204,0.004772443,0.9906485,0.002669843,0.0004341028,0.000162367],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9853159,0.000005671005,0.00538859,0.0001914457,0.000493644,0.0004499889,0.000002955155,0.0001591664,0.007992622],"genre_scores_gemma":[0.9964774,0.00002400527,0.00002847337,0.0006078893,0.0001211203,0.00003222227,0.00005005107,0.00001631932,0.002642485],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01116152,"threshold_uncertainty_score":0.9998207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08466273129615795,"score_gpt":0.3138578848848982,"score_spread":0.2291951535887403,"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."}}