{"id":"W4402046009","doi":"10.1162/neco_a_01705","title":"Predictive Representations: Building Blocks of Intelligence","year":2024,"lang":"en","type":"review","venue":"Neural Computation","topic":"Memory and Neural Mechanisms","field":"Neuroscience","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"Wellcome Trust","keywords":"Artificial intelligence; Computer science; Machine learning; Cognitive science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005057125,0.0008819002,0.0008884655,0.001826131,0.0002810843,0.001581352,0.001130863,0.001291658,0.003368896],"category_scores_gemma":[0.0009468145,0.0003118207,0.000376049,0.001746207,0.001535134,0.002755655,0.0009960021,0.002547347,0.002319801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007683962,"about_ca_system_score_gemma":0.001031189,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007887058,"about_ca_topic_score_gemma":0.001086476,"domain_scores_codex":[0.9998465,0.00003782324,0.00001569568,0.00003056136,0.00005607436,0.00001332209],"domain_scores_gemma":[0.9997472,0.0001546561,0.00002392517,0.00001691513,0.00003755199,0.00001971373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0000385476,0.00002437086,0.00009168225,0.008533957,0.0000646065,0.0001025617,0.0001182619,0.00105606,0.001051345,0.08180198,0.02627155,0.8808451],"study_design_scores_gemma":[0.000008520926,0.00003266345,0.00034289,0.002984155,0.00005037802,0.0006022874,0.00004786355,0.0002746132,0.0004188477,0.05743416,0.9377845,0.00001914861],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001592276,0.993144,0.001368715,0.0006196598,0.0002450562,0.00000597471,0.00003004641,0.00002209955,0.004405144],"genre_scores_gemma":[0.00186584,0.9960711,0.0006208599,0.0002508173,0.0002775289,0.00001352746,0.00004961219,0.000004996944,0.0008457992],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003368896,"threshold_uncertainty_score":0.01127005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2431524782814197,"score_gpt":0.4506665752130386,"score_spread":0.2075140969316189,"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."}}