{"id":"W2053624351","doi":"10.1111/j.0037-976x.2003.00263.x","title":"III. Study 2: Rule Complexity and Stimulus Characteristics in Executive Function","year":2003,"lang":"en","type":"article","venue":"Monographs of the Society for Research in Child Development","topic":"Advanced Text Analysis Techniques","field":"Computer Science","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Victoria; University of Toronto","funders":"","keywords":"Psychology; Executive functions; Cognitive psychology; Stimulus (psychology); Cognition; Developmental psychology; Neuroscience","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":[0.003224204,0.0001312721,0.0002640201,0.0002417764,0.0003343223,0.00005368007,0.0006534483,0.00005651982,0.000001048737],"category_scores_gemma":[0.00008997411,0.0001052552,0.0001761997,0.001575103,0.0002410421,0.0001826885,0.0004910814,0.0003701902,3.105567e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001742286,"about_ca_system_score_gemma":0.0001104114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005621191,"about_ca_topic_score_gemma":0.0001276885,"domain_scores_codex":[0.9980368,0.0002048544,0.000425445,0.0004012458,0.0005301695,0.0004014635],"domain_scores_gemma":[0.9990212,0.0001863425,0.0001134664,0.0004452478,0.0001789955,0.00005475795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001745143,0.003594695,0.8718221,0.000221276,0.0005851754,0.000004980835,0.04835718,0.00009830542,0.0003002994,0.03378833,0.0009237506,0.04012943],"study_design_scores_gemma":[0.002348928,0.000314705,0.8902178,0.0002145836,0.00001466614,0.000002902026,0.003899927,0.003601776,0.004524861,0.09279211,0.001683967,0.0003837174],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9213206,0.0001522769,0.07591232,0.0003669657,0.0000662573,0.00185488,0.000003970303,0.00004418941,0.0002785259],"genre_scores_gemma":[0.9178023,0.0000479524,0.08188126,0.00003523067,0.000004022337,0.0001970689,0.000002466369,0.000007569411,0.00002215093],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05900378,"threshold_uncertainty_score":0.4292184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08148596802906449,"score_gpt":0.3673165598869585,"score_spread":0.2858305918578941,"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."}}