{"id":"W3105916523","doi":"10.1002/bdm.2214","title":"Resistance to cognitive biases: Longitudinal trajectories and associations with cognitive abilities and academic achievement across development","year":2020,"lang":"en","type":"article","venue":"Journal of Behavioral Decision Making","topic":"Decision-Making and Behavioral Economics","field":"Decision Sciences","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Cognition; Sophistication; Developmental psychology; Cognitive psychology; Cognitive bias; Cognitive development","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002001521,0.0003026287,0.0002477584,0.001423359,0.000482155,0.001023512,0.0004843089,0.0005746761,0.001026597],"category_scores_gemma":[0.006129639,0.0003665544,0.0004669714,0.0009528288,0.0004047472,0.0006419956,0.000945579,0.001040243,0.0002457637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004292559,"about_ca_system_score_gemma":0.0005456489,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01355513,"about_ca_topic_score_gemma":0.01086868,"domain_scores_codex":[0.9995033,0.00009613209,0.00005200959,0.0001357145,0.000112628,0.0001001661],"domain_scores_gemma":[0.9946485,0.000822987,0.002529026,0.0003613114,0.0009464608,0.0006917327],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006126733,0.00004211682,0.9969722,0.000004767463,0.00002692511,0.00005173495,0.0002625797,0.00009800712,0.0003797153,0.00003756901,0.00005088986,0.002012268],"study_design_scores_gemma":[8.529225e-7,0.00006739418,0.9993079,0.000004035379,0.000006351486,0.00006959347,0.0001335833,0.0001681632,0.0001395146,0.00002443767,0.0000751407,0.000003021714],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993131,0.00008375866,0.00009080418,0.00002284963,0.000001514335,0.000003623628,0.0003175141,0.000005988739,0.000160661],"genre_scores_gemma":[0.9988953,0.00008966547,0.0001932477,0.000005444321,0.000002112425,0.00001158338,0.0005527697,0.00000387297,0.000245925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01355513,"threshold_uncertainty_score":0.02695251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2517763837896289,"score_gpt":0.4622960291594745,"score_spread":0.2105196453698457,"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."}}