{"id":"W4360973490","doi":"10.20527/bpi.v5i2.126","title":"Analisis Kurva Lengkung Debit Sungai Martapura pada Pos Duga Air Gudang Tengah, Kecamatan Sungai Tabuk, Kabupaten Banjar Provinsi Kalimantan Selatan","year":2022,"lang":"id","type":"article","venue":"Buletin Profesi Insinyur","topic":"Water and Land Management","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"WiLAN (Canada)","funders":"","keywords":"Forestry; Hydrology (agriculture); Geography; Geology; Geotechnical 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","sts","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.00243863,0.001390543,0.001200115,0.0004295024,0.003023035,0.0004111699,0.002245225,0.0003650111,0.01032359],"category_scores_gemma":[0.00009133512,0.001343177,0.000537376,0.001490751,0.0005124163,0.0008713068,0.004256577,0.001910009,0.001848794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001746534,"about_ca_system_score_gemma":0.0002056633,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007494381,"about_ca_topic_score_gemma":0.001474305,"domain_scores_codex":[0.9893014,0.001939967,0.001693466,0.002433772,0.002111281,0.002520087],"domain_scores_gemma":[0.9960862,0.0002085572,0.000776519,0.002129184,0.00008865593,0.000710815],"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":[0.001810235,0.005941966,0.3789798,0.002156495,0.001838477,0.006714346,0.02116564,0.001740294,0.03776388,0.003658095,0.5190064,0.01922437],"study_design_scores_gemma":[0.004062144,0.001472471,0.4298804,0.0003326709,0.0009985077,0.0003251144,0.01744922,0.001690686,0.007642369,0.0002815228,0.5322939,0.003570946],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9330597,0.001411677,0.00007117516,0.0118191,0.002813601,0.004657761,0.0008335638,0.000605692,0.04472773],"genre_scores_gemma":[0.9687589,0.0003207602,0.000455413,0.003872506,0.0003614641,0.0004608187,0.0007049916,0.000282759,0.02478236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05090064,"threshold_uncertainty_score":0.9998845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01025192903857261,"score_gpt":0.2054057744328176,"score_spread":0.195153845394245,"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."}}