{"id":"W4403113362","doi":"10.1177/08862605241265418","title":"Quantifying Toxic Friendship: A Preliminary Investigation of a Measure of Victimization in the Friendships of Adolescents","year":2024,"lang":"en","type":"article","venue":"Journal of Interpersonal Violence","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke; Memorial University of Newfoundland; Queen's University; McGill University","funders":"Social Sciences and Humanities Research Council of Canada; Fonds de Recherche du Québec-Société et Culture; Mitacs; Public Health Agency; Public Health Agency of Canada","keywords":"Friendship; Psychology; Human factors and ergonomics; Poison control; Suicide prevention; Injury prevention; Measure (data warehouse); Occupational safety and health; Developmental psychology; Social psychology; Medicine; Medical emergency","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001175529,0.0001311896,0.00028732,0.0004166339,0.00003105813,0.00001556528,0.0003490413,0.0001220112,0.00009498767],"category_scores_gemma":[0.0002243408,0.00009104293,0.000156232,0.0006235323,0.0001373418,0.0002535427,0.00002743875,0.000382645,0.00000205793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003957102,"about_ca_system_score_gemma":0.0001218658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003969356,"about_ca_topic_score_gemma":0.00001030602,"domain_scores_codex":[0.9978841,0.000380997,0.0009255471,0.0001599728,0.0005105025,0.0001389049],"domain_scores_gemma":[0.9983846,0.0002041085,0.0008765023,0.0001532801,0.0003377413,0.00004375089],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004309108,0.001085386,0.6956336,0.002713183,0.0003251429,0.0001546954,0.1837848,0.002165558,0.07520493,0.005095477,0.0007276555,0.0288005],"study_design_scores_gemma":[0.002661464,0.003588774,0.7584776,0.1267846,0.0003731493,0.0008136607,0.05008048,0.02027551,0.03369568,0.002672273,0.00007912493,0.0004976401],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883525,0.003536025,0.006886054,0.0002178634,0.0006648837,0.0001338409,0.00001146128,0.000006772315,0.0001905839],"genre_scores_gemma":[0.9990945,0.0002041064,0.0005291546,0.00006245438,0.00008430507,0.000003803219,0.000002979539,0.0000139289,0.000004770254],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1337043,"threshold_uncertainty_score":0.3712623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03993699395641717,"score_gpt":0.3142273523930984,"score_spread":0.2742903584366813,"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."}}