{"id":"W3155848101","doi":"10.3389/fpsyg.2021.661724","title":"Looking Beyond Assumptions to Understand Relationship Dynamics in Bullying","year":2021,"lang":"en","type":"article","venue":"Frontiers in Psychology","topic":"Bullying, Victimization, and Aggression","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Psychology; Dynamics (music); Intervention (counseling); Phenomenon; Social psychology; Developmental psychology; Pedagogy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01708884,0.0008105495,0.0007444293,0.003317256,0.004687786,0.0109962,0.004032497,0.002663902,0.002696384],"category_scores_gemma":[0.02310889,0.0006787339,0.0006965555,0.002360139,0.04955124,0.03642095,0.006240945,0.009711686,0.0003277136],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007871671,"about_ca_system_score_gemma":0.005575403,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02926254,"about_ca_topic_score_gemma":0.01466183,"domain_scores_codex":[0.9913267,0.005433465,0.0004302103,0.001016204,0.001107069,0.0006863494],"domain_scores_gemma":[0.9805303,0.01370553,0.002270895,0.001195263,0.001590837,0.0007072384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002353516,0.00005061246,0.01077348,0.0004259595,0.0000379983,0.0005672579,0.3706231,0.0007001549,0.00045292,0.5985514,0.0005930099,0.01720066],"study_design_scores_gemma":[0.00001202114,0.00006681134,0.01345049,0.001485895,0.00003169333,0.0008331797,0.3493059,0.001712476,0.0003878405,0.6004612,0.03220433,0.00004814838],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4282282,0.0447479,0.2594627,0.1405627,0.0007188884,0.0004205818,0.0003076344,0.0001602327,0.1253911],"genre_scores_gemma":[0.9753851,0.00808439,0.01178879,0.002894343,0.0001507081,0.0002561502,0.00007820146,0.00004007853,0.001322312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02926254,"threshold_uncertainty_score":0.09037554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03166034403833013,"score_gpt":0.3342625913630022,"score_spread":0.3026022473246721,"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."}}