{"id":"W1549231002","doi":"10.3389/fnhum.2015.00256","title":"Advances in modern mental chronometry","year":2015,"lang":"en","type":"article","venue":"Frontiers in Human Neuroscience","topic":"Neural and Behavioral Psychology Studies","field":"Neuroscience","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Mental chronometry; Hum; Neuroscience; Psychology; Cognitive science; Cognition; Cognitive psychology; History; Neuropsychology; Cognitive neuropsychology","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":[],"consensus_categories":[],"category_scores_codex":[0.0001878323,0.000176365,0.0002259129,0.0003640949,0.000150311,0.00004191401,0.0006156497,0.00004228099,0.000003976908],"category_scores_gemma":[0.0001490352,0.0001590579,0.00003518507,0.0009051134,0.0007797134,0.0008304788,0.0001781648,0.0002627078,0.000003350528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001146381,"about_ca_system_score_gemma":0.00002167779,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008216269,"about_ca_topic_score_gemma":0.00002360095,"domain_scores_codex":[0.9980199,0.0001072668,0.000270322,0.0007859902,0.0003313757,0.0004851492],"domain_scores_gemma":[0.9995477,0.00001609339,0.00007369198,0.0002353981,0.000009664583,0.0001174913],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00007404603,0.0005629124,0.5073336,0.00001115002,2.087959e-7,0.0002888397,0.001248831,0.0008543665,0.4615422,0.0001817941,0.005032265,0.02286979],"study_design_scores_gemma":[0.01307431,0.003560615,0.392013,0.0002489567,0.00002296244,0.0002803525,0.004584936,0.02704973,0.4117661,0.07796809,0.06535166,0.004079284],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9904134,0.0005487354,0.0005223606,0.0002840199,0.003520253,0.0002475969,0.000006513611,0.00005963067,0.004397504],"genre_scores_gemma":[0.9982469,0.0001813845,0.0001417749,0.0009220878,0.00003225005,0.00002682723,4.394842e-7,0.00001091899,0.0004374264],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1153206,"threshold_uncertainty_score":0.6486194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1564860236722913,"score_gpt":0.3887567240805024,"score_spread":0.232270700408211,"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."}}