{"id":"W4381621727","doi":"10.31315/psb.v4i1.8909","title":"Arahan Konservasi Mata Air Untuk Kebutuhan Air Bersih di Dusun Kediwung, Kalurahan Mangunan, Kapanewon Dlingo, Kabupaten Bantul, DIY","year":2023,"lang":"id","type":"article","venue":"Prosiding Seminar Nasional Teknik Lingkungan Kebumian SATU BUMI","topic":"Environmental Engineering and Cultural Studies","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Forestry; Environmental science; Physics; Geography","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":[0.001452307,0.001967775,0.001654914,0.0007380046,0.002546063,0.0005800883,0.003154101,0.0008952924,0.000004686513],"category_scores_gemma":[0.0004136097,0.001901709,0.0009197614,0.00289968,0.0006611554,0.001176535,0.003032577,0.001973408,0.001755621],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000891207,"about_ca_system_score_gemma":0.0002202538,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002468543,"about_ca_topic_score_gemma":0.00005207606,"domain_scores_codex":[0.9900628,0.0003461429,0.001595736,0.002937374,0.002181682,0.002876209],"domain_scores_gemma":[0.9953927,0.0006059928,0.000793848,0.001866081,0.0002473889,0.001093989],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001854977,0.0006698347,0.001262387,0.001307746,0.0006739899,0.0009546619,0.009962397,0.002248367,0.9583011,0.001574733,0.01647627,0.006383061],"study_design_scores_gemma":[0.001747093,0.001112717,0.02903268,0.005030246,0.0003988572,0.0004139552,0.002551653,0.01430314,0.9015907,0.0004105643,0.03989489,0.003513491],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743907,0.01031913,0.0005244007,0.005388758,0.004361761,0.001670121,0.0002796897,0.002949165,0.0001162287],"genre_scores_gemma":[0.9643231,0.002927072,0.002065871,0.0005880902,0.001646275,0.0002219309,0.0004216142,0.0003584581,0.0274476],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05671035,"threshold_uncertainty_score":0.9993066,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02002214057287166,"score_gpt":0.2314743513570862,"score_spread":0.2114522107842145,"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."}}