{"id":"W2168445445","doi":"10.1177/0269758015571472","title":"Bullies on trial","year":2015,"lang":"en","type":"article","venue":"International Review of Victimology","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Psychology; Suicide prevention; Poison control; Injury prevention; Human factors and ergonomics; Criminology; Occupational safety and health; Social psychology; Medical emergency; Medicine; Law; Political science","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004813651,0.0001162111,0.000282255,0.0001136597,0.00002260753,0.000005524165,0.0003153309,0.00009661434,0.005533203],"category_scores_gemma":[0.0006614642,0.0000935089,0.0001056151,0.0001064065,0.00007127716,0.00004530945,0.00004539078,0.0001231892,0.0007701061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004322676,"about_ca_system_score_gemma":0.00005988475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000464635,"about_ca_topic_score_gemma":0.000002745465,"domain_scores_codex":[0.9987091,0.0001942734,0.000452922,0.0002263691,0.0002846971,0.0001325794],"domain_scores_gemma":[0.9988699,0.0001644964,0.0003345795,0.0002484231,0.0003138285,0.00006878575],"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":[0.01581425,0.001664704,0.004723457,0.0005266269,0.0004943319,0.00008910186,0.001370546,0.00006223194,0.00005654505,0.2059959,0.7173433,0.05185905],"study_design_scores_gemma":[0.01680923,0.001365315,0.001580022,0.002738388,0.00005762722,0.0001077506,0.0001304071,0.00003662726,0.00008924786,0.002955195,0.9739107,0.0002194981],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.09660541,0.05216938,0.002877824,0.0230531,0.03381469,0.00163887,0.00006801709,0.0001898841,0.7895828],"genre_scores_gemma":[0.9233447,0.02673919,0.002103654,0.02271554,0.0032398,0.0004114866,0.0003606454,0.00008903788,0.02099593],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8267393,"threshold_uncertainty_score":0.9953759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05626996473623395,"score_gpt":0.3910376143409105,"score_spread":0.3347676496046765,"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."}}