{"id":"W4384568854","doi":"10.36315/2023inpact135","title":"SELF-ESTEEM, AGGRESSION AND VIOLENCE: WHAT THE INCONSISTENCIES IN RESULTS TELL US","year":2023,"lang":"en","type":"article","venue":"Psychological applications and trends","topic":"Crime Patterns and Interventions","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Regina","funders":"","keywords":"Aggression; Self-esteem; Psychology; Computer science; Social psychology; Computer security","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":[0.0004749307,0.0000672544,0.00008222106,0.00009319784,0.0004679564,0.0001550374,0.0001384333,0.00007251351,0.00009062806],"category_scores_gemma":[0.00002547261,0.00004207788,0.0000351693,0.0006750454,0.0002831825,0.0001148914,0.00006436122,0.0001121426,0.00003661228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001101542,"about_ca_system_score_gemma":0.000003724776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002042353,"about_ca_topic_score_gemma":0.000589577,"domain_scores_codex":[0.9991887,0.00008752127,0.0001846678,0.0002618007,0.0001073623,0.0001699597],"domain_scores_gemma":[0.9995283,0.0001661514,0.00005380272,0.0001665288,0.000022543,0.00006265123],"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":[0.00001489872,0.0003296286,0.02132067,0.000008535957,0.000007960288,0.000003310066,0.002680882,9.109453e-7,0.00003202599,0.01609979,0.001877642,0.9576237],"study_design_scores_gemma":[0.0003679834,0.00008043343,0.7452166,0.0001288812,0.00001160375,0.000004457948,0.005214348,0.00007918933,0.000004471831,0.008108885,0.2406625,0.0001206034],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9593705,0.002190294,0.00003746635,0.01144287,0.00008754319,0.0002173255,0.00002141555,0.0001378639,0.02649473],"genre_scores_gemma":[0.9814309,0.01721021,0.0001108532,0.0001644958,0.00005605275,0.0002036801,0.0000112511,0.000002949441,0.0008095662],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9575031,"threshold_uncertainty_score":0.3599189,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05710152321571558,"score_gpt":0.4025042718153197,"score_spread":0.3454027485996041,"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."}}