{"id":"W7099262808","doi":"","title":"Methods","year":2006,"lang":"en","type":"article","venue":"","topic":"Violence, Education, and Gender Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Overweight; Population; Lyrics; Persona; Stereotype (UML); Psychological resilience; Club","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005970847,0.002215934,0.002063523,0.002903557,0.004004616,0.005999968,0.004804709,0.003260114,0.4903794],"category_scores_gemma":[0.01142731,0.001399376,0.001765159,0.002939265,0.001036875,0.002706497,0.003904619,0.003098068,0.2226672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003312408,"about_ca_system_score_gemma":0.01125029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01174805,"about_ca_topic_score_gemma":0.01754173,"domain_scores_codex":[0.9956163,0.0009084284,0.0004735788,0.001429209,0.000998794,0.0005737836],"domain_scores_gemma":[0.9957466,0.000672001,0.0002571532,0.00089214,0.001911645,0.0005204782],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002843369,0.001715823,0.01160271,0.004669247,0.0001690687,0.001498321,0.003698462,0.0004631247,0.001224393,0.02459027,0.6238974,0.3236278],"study_design_scores_gemma":[0.0005402144,0.0005794242,0.006354482,0.002095798,0.0001240607,0.0007304807,0.002841529,0.000434655,0.0006632736,0.01108347,0.9744655,0.00008723379],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03071943,0.01092373,0.0693519,0.01097641,0.00807063,0.1114782,0.2535045,0.005215189,0.49976],"genre_scores_gemma":[0.06979697,0.01027647,0.111159,0.03016334,0.001820475,0.2043499,0.1074021,0.003379108,0.4616527],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5096205,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03744948877242319,"score_gpt":0.4464839958377937,"score_spread":0.4090345070653705,"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."}}