{"id":"W3207170606","doi":"10.1152/jn.00195.2021","title":"Forms of explanation and understanding for neuroscience and artificial intelligence","year":2021,"lang":"en","type":"review","venue":"Journal of Neurophysiology","topic":"Face Recognition and Perception","field":"Neuroscience","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Fonds de recherche du Québec – Nature et technologies","keywords":"Cognitive science; Psychology; Neuroscience; Computer science; Epistemology; Philosophy","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.003116078,0.001405492,0.001326972,0.004156187,0.001235629,0.00419639,0.001914221,0.005127369,0.004701669],"category_scores_gemma":[0.003481425,0.0004258675,0.0007491722,0.003563917,0.01070013,0.01069811,0.002459804,0.00873038,0.001994947],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004172643,"about_ca_system_score_gemma":0.004420535,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002360372,"about_ca_topic_score_gemma":0.002678627,"domain_scores_codex":[0.9985752,0.0006959974,0.00009617133,0.0001550333,0.0004068783,0.00007069864],"domain_scores_gemma":[0.9981267,0.001289415,0.000101511,0.0001415491,0.0002612944,0.00007954101],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002666589,0.00003905322,0.0001123826,0.003883642,0.00005440676,0.0001337451,0.0005977158,0.0006845364,0.0003428067,0.6959323,0.03611927,0.2620735],"study_design_scores_gemma":[0.000006870135,0.00001860054,0.0002918015,0.002488831,0.000019775,0.0002939115,0.000289013,0.0002606774,0.00009884748,0.4869852,0.5092233,0.00002317115],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001502518,0.9714952,0.004683872,0.01336996,0.00117828,0.00001094348,0.00001733122,0.00002541683,0.009068755],"genre_scores_gemma":[0.009350228,0.9745165,0.004987925,0.004888264,0.002768569,0.00008406673,0.00005869219,0.00001776023,0.003327935],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9987644,"threshold_uncertainty_score":0.03027475,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4231526531916172,"score_gpt":0.4173742352427968,"score_spread":0.005778417948820391,"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."}}