{"id":"W2960393264","doi":"10.1002/cl2.50","title":"PROTOCOL: Effectiveness of Programs to Prevent School Bullying","year":2008,"lang":"en","type":"article","venue":"Campbell Systematic Reviews","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Intimidation; Aggression; Psychology; Harm; Verbal abuse; Distress; Social psychology; Poison control; Criminology; Suicide prevention; Developmental psychology; Clinical psychology; Medicine; Medical emergency","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0036867,0.0003150776,0.001489487,0.0001297892,0.0001632069,0.00002149099,0.0003775712,0.0001363752,0.0004459014],"category_scores_gemma":[0.0009106763,0.0002061245,0.0002808913,0.0005537101,0.00004878086,0.00008115553,0.00006496668,0.000140681,0.001423271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008329169,"about_ca_system_score_gemma":0.00006019584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003490002,"about_ca_topic_score_gemma":0.000002092155,"domain_scores_codex":[0.9939038,0.003302831,0.001643663,0.0004713348,0.0003402939,0.0003380428],"domain_scores_gemma":[0.9971402,0.0002806355,0.001168965,0.0009964167,0.0001878824,0.0002259185],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002502757,0.002342141,0.02471172,0.9472008,0.0003273735,0.00006096342,0.008096866,0.0000729051,0.003534117,0.001551245,0.007670775,0.004180856],"study_design_scores_gemma":[0.005064711,0.00213834,0.01021244,0.7602825,0.0006107832,0.001015338,0.001102015,0.0001600128,0.003204469,0.0003363682,0.2137142,0.002158839],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.03227025,0.005635003,0.0285763,0.00002625364,0.0009645599,0.9227908,0.000003031988,0.0001955705,0.009538293],"genre_scores_gemma":[0.06719303,0.0001456364,0.002819369,0.0001055178,0.0001914279,0.9250256,0.00002009241,0.00008883144,0.004410463],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.2060434,"threshold_uncertainty_score":0.9993542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07393164468089851,"score_gpt":0.3659559427477733,"score_spread":0.2920242980668748,"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."}}