{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00283435,0.0003249074,0.0007999209,0.000333999,0.0005641156,0.000773835,0.0004582521,0.0001537432,0.00005465852],"category_scores_gemma":[0.00683747,0.0002351536,0.0001208571,0.0007707115,0.0002327548,0.0009659457,0.0003757015,0.0005965284,0.00001987286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001702785,"about_ca_system_score_gemma":0.0002439594,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000005735746,"about_ca_topic_score_gemma":0.0002418974,"domain_scores_codex":[0.9951529,0.0001596884,0.001810324,0.0006638741,0.001805629,0.0004075815],"domain_scores_gemma":[0.9904051,0.006210736,0.001268762,0.0001585039,0.001496326,0.0004605749],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001874107,0.0001354733,0.3702339,0.000004869468,0.00003857623,0.0001515865,0.01777647,0.0000595098,0.0001179424,0.00001844281,0.0003396726,0.6092494],"study_design_scores_gemma":[0.00210108,0.001470008,0.9393238,0.002403739,0.000208198,0.0001310959,0.04816121,0.00003795931,0.0005519005,0.004014844,0.0009919443,0.0006042107],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857063,0.0003882933,0.01269079,0.0004851262,0.0002253951,0.0003008189,0.0001609872,0.00001796103,0.00002433087],"genre_scores_gemma":[0.9828172,0.00003115612,0.01657324,0.0003919471,0.0001151785,0.00001001634,0.000002100003,0.00002529405,0.00003384529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6086452,"threshold_uncertainty_score":0.9589286,"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."}}