{"id":"W3207199555","doi":"10.18196/ppm.26.545","title":"Pemanfaatan Sumber Air Tak Terpakai Untuk Kesejahteraan Masyarakat Di Dusun Brengosan, Kabupaten Sleman","year":2021,"lang":"id","type":"article","venue":"Prosiding Seminar Nasional Program Pengabdian Masyarakat","topic":"Coastal Management and Development","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Forestry; Humanities; Physics; Political science; Geography; 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","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001723311,0.001885377,0.001518942,0.0004306659,0.001946552,0.001400391,0.001779561,0.0006645664,0.00289484],"category_scores_gemma":[0.0003151009,0.00195645,0.0008557109,0.002465684,0.0009076472,0.001586081,0.004554824,0.001651625,0.005399412],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001311309,"about_ca_system_score_gemma":0.0003543034,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002761457,"about_ca_topic_score_gemma":0.0005433814,"domain_scores_codex":[0.9879476,0.00073227,0.001919108,0.003430624,0.002877326,0.003093112],"domain_scores_gemma":[0.9954061,0.0003447729,0.0007792043,0.001778082,0.000230377,0.001461478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001002144,0.009125018,0.4170178,0.003425308,0.001051715,0.008253142,0.006491728,0.0003323125,0.1231826,0.002707946,0.04462393,0.3827864],"study_design_scores_gemma":[0.004497568,0.001783404,0.5203956,0.004753105,0.000734578,0.001018195,0.003514194,0.002658508,0.08999167,0.001716736,0.3625904,0.006346051],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.942442,0.005126071,0.0003123799,0.008207164,0.003596141,0.006737974,0.0003193551,0.001371257,0.03188764],"genre_scores_gemma":[0.9434046,0.0008335091,0.004170586,0.0007582403,0.0006455071,0.0008640527,0.0009887185,0.0003070185,0.04802775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3764403,"threshold_uncertainty_score":0.9996362,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01488187754474766,"score_gpt":0.25516370374331,"score_spread":0.2402818261985624,"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."}}