{"id":"W7134261403","doi":"10.1590/0102-469852640","title":"COMPREENDER A VIOLÊNCIA ESCOLAR: UMA REVISÃO SISTEMÁTICA SOBRE AS CARACTERÍSTICAS, FATORES ASSOCIADOS E INTERVENÇÕES","year":2025,"lang":"en","type":"article","venue":"Educação em Revista","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Context (archaeology); Work (physics); Basic education; Government (linguistics)","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":[0.000525197,0.0004259251,0.0006856072,0.0002471931,0.0004045408,0.0003605642,0.0006019087,0.0003342328,0.004900111],"category_scores_gemma":[0.0005816147,0.0003907589,0.000334179,0.0005736725,0.0001198373,0.0001503408,0.0002027882,0.0005362805,0.0007721452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001968395,"about_ca_system_score_gemma":0.0002370097,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001692435,"about_ca_topic_score_gemma":0.00003987678,"domain_scores_codex":[0.9968617,0.0006077079,0.0008149185,0.0007864263,0.0003222548,0.000606982],"domain_scores_gemma":[0.9977876,0.0003568244,0.0004144226,0.0009650118,0.000269795,0.0002063361],"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":[0.0005085252,0.002335113,0.2482621,0.002018556,0.001693375,0.0002106512,0.01285005,0.00001003574,0.0003529578,0.07873605,0.5174255,0.1355971],"study_design_scores_gemma":[0.002296494,0.0003328293,0.2488434,0.007457176,0.0008587196,0.00009717276,0.006054714,0.0002180604,0.0001020504,0.001601106,0.7307836,0.001354585],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7902828,0.03562294,0.007812143,0.006468758,0.01182143,0.003405096,0.0002227988,0.001221681,0.1431423],"genre_scores_gemma":[0.962929,0.0002007756,0.000409912,0.002127438,0.0005385241,0.0001432279,0.0001260137,0.00006978971,0.03345535],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2133581,"threshold_uncertainty_score":0.9998544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02123208555569605,"score_gpt":0.3388585250100207,"score_spread":0.3176264394543247,"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."}}