{"id":"W4378078512","doi":"10.33369/ijts.15.1.65-76","title":"EVALUASI KINERJA SALURAN IRIGASI DAN BANGUNAN DISTRIBUSI PADA DAERAH IRIGASI AIR NAKAI BATU ROTO BENGKULU UTARA","year":2023,"lang":"en","type":"article","venue":"Inersia Jurnal Teknik Sipil","topic":"Multimedia Learning Systems","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Channel (broadcasting); Hydrology (agriculture); Irrigation; Environmental science; Environmental engineering; Engineering; Geotechnical engineering; Electrical engineering","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002034258,0.0008317457,0.0009111514,0.0007275459,0.0006064161,0.0005714173,0.003527085,0.0003769029,0.00006679425],"category_scores_gemma":[0.0008358132,0.0007645154,0.0004875346,0.002994345,0.0002527666,0.001234759,0.000938155,0.001270099,0.001621864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000476531,"about_ca_system_score_gemma":0.0005252378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003628777,"about_ca_topic_score_gemma":0.00005997818,"domain_scores_codex":[0.99265,0.0007208382,0.001196168,0.001539435,0.002220537,0.001673049],"domain_scores_gemma":[0.9953176,0.000672191,0.0006025973,0.002085314,0.0004566679,0.0008656144],"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":[0.000462176,0.001519066,0.06112107,0.00106392,0.001465824,0.006563248,0.02144063,0.07682373,0.1208164,0.01708323,0.3910614,0.3005793],"study_design_scores_gemma":[0.004265527,0.0007419605,0.06392051,0.0007044938,0.0001151693,0.0006831294,0.0006669262,0.3345751,0.005136108,0.0005298647,0.5863423,0.002318826],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9519689,0.0007265963,0.01561655,0.0129274,0.007025678,0.001929078,0.00009745694,0.00386597,0.005842336],"genre_scores_gemma":[0.9894373,0.00003885369,0.003929188,0.0007141494,0.001567475,0.0001507677,0.000171546,0.0001387296,0.003852036],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2982605,"threshold_uncertainty_score":0.9994806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01886680060998133,"score_gpt":0.2670316255514724,"score_spread":0.248164824941491,"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."}}