{"id":"W4391773997","doi":"10.32920/25213694.v1","title":"An Investigation of the Contribution of Cognitive Biases to Anger Outcomes and Reactive Aggression in Individuals with High Trait Anger","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Child and Adolescent Psychosocial and Emotional Development","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; Toronto Metropolitan University","funders":"","keywords":"Anger; Aggression; Psychology; Cognition; Clinical psychology; Trait; Hostility; Poison control; Developmental psychology; Psychiatry; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007425503,0.0001569934,0.000170609,0.0003295697,0.0003618747,0.00045951,0.0001304313,0.0002438696,0.000507601],"category_scores_gemma":[0.001964454,0.0001502434,0.0002415506,0.0002509436,0.0001963722,0.0001782822,0.0002696467,0.0003653169,0.00008499564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002232554,"about_ca_system_score_gemma":0.0002262723,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001229979,"about_ca_topic_score_gemma":0.002526707,"domain_scores_codex":[0.9997454,0.00009702476,0.00002155992,0.00003023437,0.00006349951,0.00004222068],"domain_scores_gemma":[0.9991571,0.0002244074,0.0003631386,0.00006630263,0.00008008316,0.0001089675],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006762493,0.0008413076,0.9758648,0.00003898862,0.00006025438,0.00009632123,0.00266257,0.00005200939,0.004133378,0.00008157894,0.00005255285,0.01543995],"study_design_scores_gemma":[0.000008666691,0.000558731,0.9981855,0.000004133001,0.00001742461,0.00009371754,0.0006827144,0.0001103477,0.0002346356,0.00002950377,0.00007138922,0.000003307183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9998125,0.00001068814,0.00002905136,0.000005961297,6.37108e-7,0.000004793344,0.000005228495,3.736435e-7,0.0001307489],"genre_scores_gemma":[0.9997413,0.00001760405,0.0001005643,0.000006790812,0.000001620442,0.00001074619,0.00001371102,2.869583e-7,0.0001073466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001229979,"threshold_uncertainty_score":0.003927052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02941960556892424,"score_gpt":0.3159251782708346,"score_spread":0.2865055727019103,"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."}}