{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004399459,0.00002467648,0.00003676584,0.0000154882,0.0004515061,0.000019114,0.00005982347,0.00001732756,0.0003330364],"category_scores_gemma":[0.00002578356,0.00002064519,0.00001813884,0.0001153102,0.00008255337,0.00005242718,0.000004097864,0.00001536726,0.00005378471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001479444,"about_ca_system_score_gemma":0.00007735928,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01275321,"about_ca_topic_score_gemma":0.01024371,"domain_scores_codex":[0.9996045,0.00009515773,0.00005003561,0.00006657618,0.00007473394,0.0001089567],"domain_scores_gemma":[0.99984,0.0000529587,0.00001152935,0.00004693749,0.00002980243,0.00001882501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[4.012963e-7,0.00003622353,0.02516857,0.000001480495,0.000004993557,1.090701e-7,0.01764261,0.000001303952,0.00001724383,0.8455092,0.08433874,0.02727908],"study_design_scores_gemma":[0.00002472769,0.000003075391,0.04285353,0.000001016558,0.000003165773,5.778812e-8,0.0220461,0.000001907357,0.0001131116,0.04659707,0.8883048,0.00005145253],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.005602044,0.0004506212,0.00715481,0.002411996,0.0004086441,0.00003913293,1.703703e-7,0.00005912487,0.9838734],"genre_scores_gemma":[0.8030906,0.0001869602,0.04822204,0.0002256529,0.0007691227,0.000007336322,7.962396e-7,0.000002801598,0.1474947],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8363787,"threshold_uncertainty_score":0.993821,"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."}}