{"id":"W2023219195","doi":"10.1080/13676261.2012.733810","title":"Investigating the problem of bullying through photo elicitation","year":2012,"lang":"en","type":"article","venue":"Journal of Youth Studies","topic":"Youth Development and Social Support","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"Public Health Agency of Canada","keywords":"Sexual orientation; Psychology; Social psychology; Oppression; Diversity (politics); Interpersonal communication; Developmental psychology; Politics; Sociology; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.002397438,0.0000688055,0.00021499,0.00003272027,0.0006334637,0.00001988923,0.000147777,0.00003832727,0.00001664634],"category_scores_gemma":[0.00051224,0.0000430714,0.000083477,0.0002328087,0.0003217582,0.0004217315,0.00003731078,0.0001293263,0.000002403886],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006937818,"about_ca_system_score_gemma":0.0001474544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002211112,"about_ca_topic_score_gemma":0.00006188599,"domain_scores_codex":[0.9986391,0.0001517867,0.0004396346,0.00004013871,0.0005052834,0.000224026],"domain_scores_gemma":[0.998654,0.0001938736,0.0006387242,0.00003504258,0.0004275691,0.00005078417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000002773766,0.00001535072,0.2553786,0.00001132427,0.0001059653,2.618035e-7,0.7395164,0.000001322426,0.0000511324,0.003315695,0.000794146,0.0008070355],"study_design_scores_gemma":[0.0002367551,0.00004531213,0.05103915,0.0001640318,0.0001304452,0.000001225115,0.9352891,3.384045e-7,0.0003717149,0.004336134,0.008270197,0.000115639],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779828,0.002196061,0.00003915909,0.001258101,0.0004324594,0.0001228503,0.000001302493,0.000007802289,0.01795951],"genre_scores_gemma":[0.9953839,0.000487837,0.00310256,0.0001896739,0.0005823147,0.000001989603,3.514736e-7,0.000004883511,0.0002465099],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2043394,"threshold_uncertainty_score":0.4872155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1587570887395629,"score_gpt":0.3874291192487465,"score_spread":0.2286720305091835,"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."}}