{"id":"W4200051932","doi":"10.31219/osf.io/zn7ha","title":"FENOMENA MENURUNNYA INTEGRASI WARGA NEGARA TERKAIT TAWURAN REMAJA YANG TERJADI DI KABUPATEN BANDUNG BARAT","year":2021,"lang":"id","type":"preprint","venue":"","topic":"Educational Methods and Impacts","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Political science; Humanities; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"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":["metaepi_narrow","sts","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003501747,0.001134175,0.001566334,0.0003741752,0.001353801,0.00202959,0.001798938,0.001134498,0.009637636],"category_scores_gemma":[0.001821564,0.0009881734,0.0008541296,0.001124055,0.0006745281,0.0009058749,0.0009359219,0.001967931,0.0004022455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002027808,"about_ca_system_score_gemma":0.00291963,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01925959,"about_ca_topic_score_gemma":0.003957469,"domain_scores_codex":[0.990995,0.002278945,0.001449236,0.001977613,0.001566762,0.001732403],"domain_scores_gemma":[0.9946567,0.00109226,0.0007696344,0.001365557,0.0007886545,0.001327226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.0004381885,0.004778502,0.1849235,0.002387728,0.004330312,0.0003474594,0.478203,0.0001496839,0.02275088,0.09211187,0.03973083,0.169848],"study_design_scores_gemma":[0.001918323,0.0006711892,0.4190738,0.004424858,0.001129164,0.00006633193,0.2733428,0.0006097775,0.005626346,0.01549017,0.2715861,0.006061163],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4542986,0.00382577,0.002223924,0.02069539,0.01118169,0.001894208,0.00008392103,0.0002934312,0.5055031],"genre_scores_gemma":[0.8834106,0.0038857,0.01843242,0.001600972,0.003429306,0.0002068199,0.0003444734,0.0001550711,0.08853464],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.429112,"threshold_uncertainty_score":0.9999463,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06357220914452703,"score_gpt":0.3687697337392639,"score_spread":0.3051975245947368,"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."}}