{"id":"W4401815426","doi":"10.1080/09362835.2024.2390063","title":"Development and Piloting of an Abbreviated Bullying Assessment Tool for Youth with and without Special Education Needs: The Adolescent Risk and Connectedness Survey and Interview (ARC-S and ARC- I)","year":2024,"lang":"en","type":"article","venue":"Exceptionality","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Psychology; Social connectedness; Harm; Applied psychology; Human factors and ergonomics; Poison control; Suicide prevention; Medical education; Developmental psychology; Clinical psychology; Social psychology; Medicine; Medical emergency","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":[0.001616131,0.0001653157,0.0002166984,0.00007495985,0.0002894798,0.0001313219,0.00004468856,0.00006192474,0.000043989],"category_scores_gemma":[0.00005354906,0.0001140323,0.00001195995,0.0001262412,0.0001790684,0.0001355523,0.00005783537,0.0001359964,2.841091e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002762246,"about_ca_system_score_gemma":0.0001115586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001989367,"about_ca_topic_score_gemma":0.000241061,"domain_scores_codex":[0.9986253,0.0004293114,0.0003117986,0.0003637084,0.0001337873,0.0001361364],"domain_scores_gemma":[0.9993175,0.0001834863,0.000174174,0.0001174039,0.0001346245,0.00007277208],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001858266,0.0001610987,0.8608611,0.0005232343,0.00008829048,2.939301e-7,0.01817822,0.000002032765,0.00005085002,0.001321608,0.00008654254,0.118541],"study_design_scores_gemma":[0.0007340431,0.00009623701,0.9916139,0.0007444212,0.00007113118,0.00002362459,0.005193492,0.0003866881,0.00001063584,0.00022263,0.0007422238,0.0001610144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900737,0.001881753,0.006896243,0.0001463402,0.0002336534,0.0006046599,0.00009380494,0.00002588382,0.00004393309],"genre_scores_gemma":[0.9968094,0.0003545502,0.002237871,0.00008030994,0.0002252396,0.00005188838,0.0001682521,0.00001721918,0.00005529189],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1307528,"threshold_uncertainty_score":0.4650101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06304727981964629,"score_gpt":0.3505035332339804,"score_spread":0.2874562534143341,"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."}}