{"id":"W7155962618","doi":"10.35718/sepakat.v4i3.8481694","title":"PENGEMBANGAN FASILITAS DI LEMBAGA KESEJAHTERAAN SOSIAL ANAK (LKSA) TARBIYATUL UMMAH GUNA MENINGKATKAN KENYAMANAN","year":2025,"lang":"","type":"article","venue":"Seminar Nasional Pengabdian Kepada Masyarakat (SEPAKAT)","topic":"Architectural and Urban Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Work (physics); Social relation; Social environment","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","insufficient_payload"],"category_scores_codex":[0.001501819,0.003029618,0.002983336,0.001653445,0.008123192,0.001582395,0.00268045,0.0008182944,0.003415577],"category_scores_gemma":[0.000510468,0.002786396,0.002008894,0.001120356,0.003315826,0.001362516,0.002489834,0.003267375,0.001151032],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009721243,"about_ca_system_score_gemma":0.001127303,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002023046,"about_ca_topic_score_gemma":0.005676732,"domain_scores_codex":[0.9864802,0.001116265,0.002940323,0.003402453,0.002381603,0.003679126],"domain_scores_gemma":[0.9933682,0.001387067,0.0009760534,0.002132703,0.0009317825,0.00120418],"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":[0.004159515,0.00262816,0.01091445,0.002583839,0.004465078,0.00240923,0.07385891,0.000322653,0.003840776,0.3388091,0.4632516,0.09275666],"study_design_scores_gemma":[0.003710676,0.002009021,0.01351785,0.002728665,0.001235862,0.0001169259,0.02587583,0.0008240135,0.001734766,0.008710337,0.9358201,0.003715924],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.718348,0.06218654,0.0001227205,0.01431441,0.01081051,0.003879516,0.002588134,0.0009374465,0.1868128],"genre_scores_gemma":[0.8196895,0.001725974,0.00045192,0.001600772,0.004132472,0.0002402569,0.0006012275,0.0002604338,0.1712974],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4725685,"threshold_uncertainty_score":0.9996267,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01432716741057664,"score_gpt":0.2492919914161408,"score_spread":0.2349648240055641,"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."}}