{"id":"W1994718880","doi":"10.1606/1044-3894.142","title":"Peer Victimization: The Case for Social Work Intervention","year":2003,"lang":"en","type":"article","venue":"Families in Society The Journal of Contemporary Social Services","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":24,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Intervention (counseling); Peer victimization; Perspective (graphical); Situated; Peer group; Psychology; Context (archaeology); Social environment; Social work; Social psychology; Developmental psychology; Human factors and ergonomics; Poison control; Sociology; Medicine; Political science; Computer science; Psychiatry; Environmental health","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.00282582,0.0001830737,0.0002954781,0.00004217659,0.001387951,0.00008383443,0.0004082621,0.0002349207,0.0001841177],"category_scores_gemma":[0.00004225407,0.0001145751,0.0004781551,0.0005736694,0.000190512,0.0003314269,0.00004184933,0.0004008422,0.000003869709],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006777739,"about_ca_system_score_gemma":0.0000743139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001450859,"about_ca_topic_score_gemma":0.0001015655,"domain_scores_codex":[0.9977282,0.0008474574,0.0007235671,0.0001363453,0.0003290269,0.0002354567],"domain_scores_gemma":[0.9978422,0.0004177903,0.0009986135,0.0001379323,0.000569176,0.00003431489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001170297,0.000660516,0.02601002,0.0002637822,0.0009024648,0.00007512,0.7148362,0.0003739957,0.0000294043,0.007030091,0.2419112,0.006736912],"study_design_scores_gemma":[0.00512685,0.0002108402,0.01380266,0.0002401097,0.0002138609,0.0002489772,0.6654785,0.0002881109,0.00002988941,0.004310006,0.3096758,0.0003744292],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.930002,0.01167783,0.01115154,0.02615663,0.00574198,0.001276789,0.00004974794,0.0000685267,0.01387493],"genre_scores_gemma":[0.9954647,0.0001071266,0.0002535338,0.001497898,0.0008816122,0.00002368586,0.00001592623,0.00002934421,0.001726136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06776454,"threshold_uncertainty_score":0.9999121,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03094682565190935,"score_gpt":0.3176367385023836,"score_spread":0.2866899128504742,"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."}}