{"id":"W4415120081","doi":"10.63824/jptsp.v12i2.335","title":"PERANCANGAN SKEMA BANK AIR KALI BABEN UNTUK MENDUKUNG KEBUTUHAN AIR BERSIH DI PERUMAHAN PANCA ARGA AKMIL MAGELANG","year":2025,"lang":"id","type":"article","venue":"JURNAL TEKNIK SIPIL PERTAHANAN","topic":"Water and Land Management","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Kali; Open air; Panca","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":["insufficient_payload"],"category_scores_codex":[0.000870497,0.001185908,0.001126069,0.0004709285,0.001487681,0.0003580432,0.001616651,0.0004397801,0.003050979],"category_scores_gemma":[0.00006728376,0.001038283,0.0007082809,0.001102594,0.0005409102,0.0008134519,0.00121076,0.001020485,0.002017541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001267723,"about_ca_system_score_gemma":0.0001735147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004832099,"about_ca_topic_score_gemma":0.004293336,"domain_scores_codex":[0.9931738,0.0004360088,0.001173342,0.001771472,0.00135335,0.002092034],"domain_scores_gemma":[0.9972452,0.000124612,0.0003557936,0.001412583,0.00006667501,0.0007951316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001391231,0.005007008,0.2055473,0.002660854,0.004256427,0.002498258,0.02903212,0.002765243,0.1001294,0.004508473,0.4418175,0.2003862],"study_design_scores_gemma":[0.002648572,0.0005420122,0.3456368,0.0006597902,0.0006951615,0.00004640721,0.00356779,0.000995005,0.01256144,0.0002923128,0.6307774,0.001577369],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.846488,0.00342522,0.0003271335,0.01385325,0.003314925,0.001621843,0.0002004854,0.0003466479,0.1304225],"genre_scores_gemma":[0.8743076,0.001008029,0.0001995568,0.004225522,0.0006309504,0.00007823488,0.0001118427,0.0001177152,0.1193205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1988088,"threshold_uncertainty_score":0.9998122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007160380150049892,"score_gpt":0.2214621249814261,"score_spread":0.2143017448313762,"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."}}