{"id":"W4380272369","doi":"10.31289/jcebt.v7i1.8666","title":"Analisis Angka Kebutuhan Nyata Operasi dan Pemeliharaan Jaringan Irigasi Cimuncang","year":2023,"lang":"id","type":"article","venue":"JOURNAL OF CIVIL ENGINEERING BUILDING AND TRANSPORTATION","topic":"Coastal Management and Development","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Physics; Forestry; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002737058,0.0006654939,0.000782656,0.002007036,0.001401859,0.003109681,0.0007632945,0.0009525779,0.02343035],"category_scores_gemma":[0.007715346,0.0003678514,0.001401574,0.001726715,0.0007798523,0.001641509,0.001553608,0.00239788,0.004795606],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001238646,"about_ca_system_score_gemma":0.00239343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007609646,"about_ca_topic_score_gemma":0.01378598,"domain_scores_codex":[0.9970332,0.0006126919,0.0002651705,0.0003970213,0.001214042,0.0004778482],"domain_scores_gemma":[0.9944466,0.002184089,0.0008982982,0.0002839278,0.001582689,0.0006042585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003460156,0.001727962,0.48759,0.006498688,0.0005718643,0.003654281,0.02039216,0.0005335509,0.0213036,0.00389025,0.03115039,0.4192272],"study_design_scores_gemma":[0.00006477082,0.001881799,0.7386445,0.002302577,0.0005674713,0.002826146,0.05074468,0.0006798889,0.01051625,0.002757659,0.1888595,0.0001546703],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8639625,0.01929745,0.005328333,0.004592421,0.0007991889,0.0008335033,0.006245123,0.0002475606,0.09869386],"genre_scores_gemma":[0.8661748,0.0158583,0.009631214,0.001871015,0.0002857219,0.0008628578,0.003795695,0.0002090919,0.1013113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02343035,"threshold_uncertainty_score":0.07838231,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00832137016945566,"score_gpt":0.2102194987479582,"score_spread":0.2018981285785026,"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."}}