{"id":"W1980374144","doi":"10.1016/j.cortex.2012.05.009","title":"Limits of cognitive science's contribution to neuroscience","year":2012,"lang":"en","type":"letter","venue":"Cortex","topic":"Cognitive Science and Mapping","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"York University","funders":"","keywords":"Psychology; Cognitive neuroscience; Cognitive science; Neuroscience; Cognition; Developmental cognitive neuroscience; Cognitive 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001034561,0.0002882121,0.0003815477,0.0007789927,0.0003552263,0.0002956527,0.00269166,0.0001929524,0.00001613738],"category_scores_gemma":[0.001715584,0.0002702762,0.0001160091,0.003189382,0.0009528697,0.001400911,0.0008519542,0.000654727,0.0002068958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009894569,"about_ca_system_score_gemma":0.0007602015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001219366,"about_ca_topic_score_gemma":0.000001413126,"domain_scores_codex":[0.9959681,0.00007494278,0.0003709802,0.001112891,0.001391035,0.001082035],"domain_scores_gemma":[0.9971395,0.0002873488,0.0003143267,0.0006505856,0.001352406,0.0002558199],"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":[0.00002869393,0.0003585604,0.001845271,0.0001803999,0.00003442133,0.0005158514,0.00390362,0.000004995263,0.1887128,0.01972859,0.5300683,0.2546185],"study_design_scores_gemma":[0.0008421764,0.0009989005,0.103264,0.001337888,0.0001111385,0.0001866587,0.00008596988,0.002216473,0.03903128,0.002243967,0.8475991,0.002082462],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01075689,0.0002844456,0.7173042,0.2516388,0.008011421,0.001805543,0.0001138056,0.0003258346,0.009759005],"genre_scores_gemma":[0.5932789,0.00001085714,0.0005088272,0.4049988,0.0006963151,0.00003577475,0.00001274547,0.0000112393,0.0004464581],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.7167954,"threshold_uncertainty_score":0.999975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03777862653993404,"score_gpt":0.2933890814282708,"score_spread":0.2556104548883368,"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."}}