{"id":"W4389265165","doi":"10.33795/jpkm.v10i2.3058","title":"Pelatihan Dan Pemasangan Running Text Untuk Mushola Di RT. 06 RW. 04 Dampit Kabupaten Malang","year":2023,"lang":"id","type":"article","venue":"Jurnal Pengabdian Polinema Kepada Masyarakat","topic":"Coastal Management and Development","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Humanities; Political science; 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","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001525814,0.001336106,0.001110261,0.00085236,0.001482909,0.0009269892,0.001682799,0.0004292821,0.005873451],"category_scores_gemma":[0.0001701924,0.001355731,0.0005980279,0.002609848,0.0005280445,0.001258589,0.003065662,0.001413177,0.02140306],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008538745,"about_ca_system_score_gemma":0.000193624,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001310152,"about_ca_topic_score_gemma":0.001660276,"domain_scores_codex":[0.9913727,0.0003053951,0.001606378,0.001801612,0.002173267,0.002740658],"domain_scores_gemma":[0.9963855,0.0002662712,0.000690091,0.001286186,0.0000612901,0.001310659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004084544,0.0008649678,0.748381,0.0009196157,0.0006609531,0.004886706,0.0118515,0.003171348,0.01735088,0.001576688,0.1707256,0.03920229],"study_design_scores_gemma":[0.002125132,0.0003103601,0.8466706,0.000564369,0.0002294672,0.0001270356,0.004946745,0.006504777,0.001022393,0.0003923675,0.1350012,0.00210559],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8733884,0.0004743519,0.0001333296,0.005781726,0.002036086,0.001521979,0.0001618448,0.0006316591,0.1158706],"genre_scores_gemma":[0.8798946,0.0005435983,0.0003715373,0.000814167,0.0009860044,0.00006810646,0.000427038,0.0002271459,0.1166679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09828959,"threshold_uncertainty_score":0.999939,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01855717705682047,"score_gpt":0.2430756060653862,"score_spread":0.2245184290085657,"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."}}