{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0153213,0.0005274593,0.0005614737,0.001691343,0.0007248195,0.0010168,0.001086183,0.0005371896,0.002411],"category_scores_gemma":[0.01493754,0.0005714916,0.001433521,0.0009514377,0.000357299,0.000957092,0.001737192,0.001715414,0.0006943574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001186012,"about_ca_system_score_gemma":0.005255437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009435389,"about_ca_topic_score_gemma":0.02733142,"domain_scores_codex":[0.9936401,0.003070957,0.001374798,0.000406455,0.001004528,0.0005031819],"domain_scores_gemma":[0.9887543,0.003949342,0.001461684,0.0007237492,0.00418821,0.0009227498],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0005485109,0.005547181,0.5401387,0.001124015,0.0002384995,0.0005032219,0.01806245,0.001736669,0.007699166,0.001082006,0.01253636,0.4107832],"study_design_scores_gemma":[0.0003578302,0.004860565,0.9393715,0.0005506121,0.0002055434,0.0005154844,0.01137049,0.003882983,0.006487367,0.0008544012,0.03138641,0.0001569234],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8960894,0.0003322812,0.03818482,0.001266228,0.0003069059,0.04901883,0.006839736,0.0006564634,0.007305386],"genre_scores_gemma":[0.6067373,0.001298371,0.2695669,0.000691806,0.00008846296,0.1065874,0.01008591,0.0001655558,0.004778276],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0153213,"threshold_uncertainty_score":0.08102775,"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."}}