{"id":"W3212709276","doi":"10.24908/iqurcp.8241","title":"Attending to Bullying: A Psychophysical Approach to Understanding Peer Aggression and Victimization","year":2018,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Aggression; Psychology; Intervention (counseling); Peer group; Developmental psychology; Peer victimization; Social psychology; Poison control; Human factors and ergonomics; Psychiatry; Medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00127799,0.0005259825,0.000378798,0.00142714,0.001262717,0.002746283,0.0009141432,0.0008557123,0.002915219],"category_scores_gemma":[0.002532347,0.0003529357,0.0003591472,0.0004169763,0.003549656,0.002426066,0.001637749,0.00190278,0.0001970965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001371061,"about_ca_system_score_gemma":0.00117077,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007861061,"about_ca_topic_score_gemma":0.01008048,"domain_scores_codex":[0.9992175,0.0004426908,0.00002592458,0.0001116014,0.0001180651,0.0000841151],"domain_scores_gemma":[0.9990957,0.0003910862,0.0002669825,0.00006942161,0.00007281118,0.0001039791],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002204125,0.005142277,0.4674795,0.001499106,0.0001681757,0.001720905,0.2074038,0.001372289,0.04147145,0.05902699,0.002890249,0.2116049],"study_design_scores_gemma":[0.0000203523,0.0007918014,0.8521018,0.0004605495,0.00008395409,0.001030705,0.114799,0.002022046,0.002197413,0.01559462,0.01084753,0.00005019232],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9465588,0.002855237,0.01534233,0.003020292,0.00006439781,0.0003985402,0.00006784662,0.00004063554,0.0316519],"genre_scores_gemma":[0.9840135,0.002467835,0.008912773,0.0003731934,0.00003460232,0.0003864678,0.00002834153,0.000008763467,0.003774502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007861061,"threshold_uncertainty_score":0.0156306,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1592193923175156,"score_gpt":0.408557699710165,"score_spread":0.2493383073926495,"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."}}