{"id":"W3095851276","doi":"10.1002/9781118970843.ch178","title":"Aggression, Personality Correlates","year":2020,"lang":"en","type":"other","venue":"The Wiley Encyclopedia of Personality and Individual Differences","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Aggression; Intrapersonal communication; Psychology; Personality; Construct (python library); Social psychology; Interpersonal communication; Developmental psychology; Affect (linguistics); Communication","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004140599,0.0005128271,0.0007437791,0.0001183652,0.0002848412,0.00005526294,0.0007122654,0.000577741,0.02539817],"category_scores_gemma":[0.0001354447,0.0003212617,0.0001782337,0.000245284,0.0008976873,0.00006211898,0.0002202878,0.0006324623,0.00009517733],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001007252,"about_ca_system_score_gemma":0.00009256267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002346654,"about_ca_topic_score_gemma":0.0002304464,"domain_scores_codex":[0.9971768,0.0006022396,0.0004908195,0.0006832017,0.0006592476,0.00038775],"domain_scores_gemma":[0.998125,0.0003675988,0.0008594572,0.000405206,0.00004581258,0.0001969584],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001033051,0.0002457609,0.1561439,0.0003207246,0.0005650328,0.000008579496,0.03219183,2.059237e-7,0.000002896126,0.002385243,0.7876774,0.0203551],"study_design_scores_gemma":[0.001367508,0.0004009878,0.4064387,0.00560219,0.0009185675,0.00003131509,0.006465617,0.0000366872,0.000004259655,0.002354118,0.5751864,0.001193622],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.07441986,0.08301236,0.0001011526,0.002597787,0.003193232,0.001080283,0.002432465,0.0003764441,0.8327864],"genre_scores_gemma":[0.2137282,0.1379608,0.0006129494,0.00230671,0.005610029,0.0002604098,0.00139554,0.0007876044,0.6373377],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2502948,"threshold_uncertainty_score":0.9999239,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03558850988703013,"score_gpt":0.2811609611297589,"score_spread":0.2455724512427287,"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."}}