{"id":"W4368246523","doi":"10.53625/jabdi.v2i9.4839","title":"PENDAMPINGAN PENYEDIAAN SARANA AIR BERSIH DI DESA WISATA STONE PARK BUKIT PERTAPAN TURUNAN GIRISUKO PANGGANG GUNUNGKIDUL","year":2023,"lang":"id","type":"article","venue":"J-ABDI Jurnal Pengabdian kepada Masyarakat","topic":"Environmental Engineering and Cultural Studies","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Humanities; Geography; Forestry; 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","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.001173813,0.00173887,0.001565974,0.0005577484,0.002478659,0.0008635678,0.00314422,0.0005436816,0.0002274206],"category_scores_gemma":[0.0002775795,0.001638256,0.000931885,0.002072569,0.0008094923,0.001655992,0.002019312,0.002133456,0.004351917],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008777967,"about_ca_system_score_gemma":0.0002195191,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008741355,"about_ca_topic_score_gemma":0.0005347772,"domain_scores_codex":[0.9906741,0.000445635,0.001427628,0.002340874,0.002122314,0.002989384],"domain_scores_gemma":[0.9954475,0.0004601286,0.0005902358,0.001895973,0.0001556785,0.001450509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.001441595,0.006078731,0.1093859,0.00706663,0.008892682,0.02275017,0.1385115,0.04479475,0.1068474,0.009409361,0.3538221,0.1909992],"study_design_scores_gemma":[0.005377914,0.001968574,0.7918004,0.001958903,0.0009662886,0.0009847493,0.0103387,0.03906284,0.009291574,0.0006136987,0.1301115,0.007524844],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9687473,0.006733123,0.001358271,0.01094038,0.005422477,0.001387766,0.0002716995,0.001592374,0.003546646],"genre_scores_gemma":[0.9720412,0.002070361,0.0009071733,0.0008430712,0.001459638,0.00008319377,0.0002121442,0.0002275838,0.02215567],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6824145,"threshold_uncertainty_score":0.9995357,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01823070831898621,"score_gpt":0.2260178369859633,"score_spread":0.2077871286669771,"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."}}