{"id":"W2938016654","doi":"10.32832/abdidos.v2i3.194","title":"PENINGKATAN KUALITAS PEMBERDAYAAN GURU DAN MASYARAKAT UNTUK MEMINIMALISIR TERJADINYA KENAKALAN REMAJA DI DESA CIASIHAN","year":2018,"lang":"id","type":"article","venue":"Abdi Dosen Jurnal Pengabdian Pada Masyarakat","topic":"Legal and Social Justice Studies","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Humanities; Sociology; Art","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","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","sts","research_integrity","insufficient_payload"],"category_scores_codex":[0.005306092,0.002255896,0.002749468,0.0006631554,0.01020673,0.002216007,0.003451075,0.001391216,0.001642446],"category_scores_gemma":[0.002597627,0.002211302,0.001431359,0.00292643,0.006004438,0.002351019,0.001451494,0.003316493,0.00373801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001482271,"about_ca_system_score_gemma":0.001721171,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007871604,"about_ca_topic_score_gemma":0.0237407,"domain_scores_codex":[0.9823937,0.003635543,0.002694757,0.002839992,0.003758923,0.00467702],"domain_scores_gemma":[0.9904543,0.001949473,0.001727517,0.001816536,0.001454941,0.002597221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.002305938,0.002287466,0.1234807,0.001584258,0.004196705,0.004057118,0.5589051,0.000009396437,0.009156571,0.06745707,0.2053383,0.02122141],"study_design_scores_gemma":[0.004933493,0.00337803,0.08630569,0.001951465,0.00307365,0.0002829693,0.27777,0.0001611688,0.004149153,0.003627514,0.6074106,0.006956281],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6756882,0.003078298,0.00006891721,0.01163529,0.01038136,0.00199887,0.0004318163,0.0006527863,0.2960644],"genre_scores_gemma":[0.9413278,0.00217082,0.0003965494,0.002038781,0.01577298,0.00009510732,0.0001306004,0.0003310047,0.03773643],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4020723,"threshold_uncertainty_score":0.9999052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0280355158108596,"score_gpt":0.3085414578541684,"score_spread":0.2805059420433088,"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."}}