{"id":"W7155921903","doi":"10.35718/sepakat.v4i4.8481497","title":"OPTIMALISASI PENCAPAIAN SDG’S MELALUI PERBAIKAN FASILITAS PEMBELAJARAN TK BINA ANAPRASA 006 UNTUK MENINGKATKAN MUTU PENDIDIKAN","year":2025,"lang":"","type":"article","venue":"Seminar Nasional Pengabdian Kepada Masyarakat (SEPAKAT)","topic":"Online Learning Methods and Innovations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Chemical technology; Informatics engineering","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":[0.01138416,0.002672165,0.003008545,0.002686356,0.008704451,0.001651359,0.004368407,0.002029495,0.008167986],"category_scores_gemma":[0.005342961,0.002927597,0.001824975,0.00935802,0.003367368,0.002482588,0.001476243,0.005120502,0.00118996],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002451345,"about_ca_system_score_gemma":0.005683182,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006287006,"about_ca_topic_score_gemma":0.002827343,"domain_scores_codex":[0.9776654,0.005749103,0.003906991,0.004311981,0.004016597,0.004349967],"domain_scores_gemma":[0.988049,0.003540443,0.001705382,0.00284121,0.001992451,0.001871549],"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":[0.002420991,0.006902024,0.03875072,0.002190819,0.002981746,0.002344356,0.06949423,0.002508631,0.02587633,0.4792898,0.1949199,0.1723205],"study_design_scores_gemma":[0.005115546,0.00237472,0.04103051,0.003236352,0.001459983,0.0001960917,0.08466145,0.006258456,0.002664042,0.01413616,0.8331856,0.005681104],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6561114,0.01204824,0.002367138,0.03645857,0.01182132,0.005166456,0.001287025,0.001267461,0.2734724],"genre_scores_gemma":[0.8836132,0.001799986,0.02851699,0.002015557,0.002573443,0.0002696859,0.0008784318,0.000326708,0.08000603],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6382657,"threshold_uncertainty_score":0.9999537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01694449954825426,"score_gpt":0.3567418436260144,"score_spread":0.3397973440777601,"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."}}