{"id":"W1993741327","doi":"10.1061/(asce)0733-9437(2006)132:3(307)","title":"Closure to “End Depth–Discharge Relation at Free Overfall of Trapezoidal Channels” by A. S. Ramamurthy, Chao Zhai, and Junying Qu","year":2006,"lang":"en","type":"article","venue":"Journal of Irrigation and Drainage Engineering","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Land reclamation; Closure (psychology); Agriculture; Hydraulics; Hydrology (agriculture); Archaeology; Engineering; Geography; Geotechnical engineering; Political science; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.0002980682,0.0001044867,0.0001625567,0.00007136532,0.0000713322,0.00001444101,0.0000717448,0.00007593518,0.0001145769],"category_scores_gemma":[0.00002717429,0.00009582147,0.00003351517,0.0001152148,0.00003867093,0.0003398726,0.00002764866,0.0001235679,0.00000232035],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003312434,"about_ca_system_score_gemma":0.000003960891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002186631,"about_ca_topic_score_gemma":0.00002320427,"domain_scores_codex":[0.9992344,0.00001245125,0.000308994,0.0001145689,0.0001948329,0.000134754],"domain_scores_gemma":[0.9996725,0.00003574415,0.0001361258,0.00005895763,0.0000119006,0.0000847528],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000254796,0.0002186043,0.08631849,0.000363761,0.000106689,0.00005909356,0.005718895,0.2253135,0.6685146,0.005649033,0.002583042,0.004899514],"study_design_scores_gemma":[0.007123971,0.001314364,0.7699821,0.0005148154,0.0002695358,0.0004475571,0.0003441305,0.04214197,0.1352136,0.01107188,0.03028058,0.00129544],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885077,0.0006080545,0.008620098,0.0004397876,0.0001067331,0.00008054914,0.000004737957,0.00001158342,0.001620775],"genre_scores_gemma":[0.9987252,0.00002491948,0.0009772527,0.00005751058,0.0000580224,0.000001165522,0.000006191078,0.000009321291,0.0001404532],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6836636,"threshold_uncertainty_score":0.3907486,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003455888880402014,"score_gpt":0.1786505362878549,"score_spread":0.1751946474074529,"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."}}