{"id":"W7066718043","doi":"","title":"InSitu – Hydraulic Modelling Toolkit for Advanced Streamflow Routing","year":2002,"lang":"en","type":"report","venue":"NPARC","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Streamflow; Routing (electronic design automation); Hydrology (agriculture); Flow (mathematics); Hydrological modelling","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009847624,0.001893227,0.001577203,0.001099972,0.0008880367,0.00186921,0.003715843,0.001305773,0.0571093],"category_scores_gemma":[0.003321864,0.001819166,0.001573801,0.001308459,0.0003715019,0.00246375,0.001565327,0.002679032,0.02794106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009039669,"about_ca_system_score_gemma":0.002721636,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01991973,"about_ca_topic_score_gemma":0.0231841,"domain_scores_codex":[0.9994907,0.00008183356,0.00004589085,0.0000653522,0.0002470384,0.0000691812],"domain_scores_gemma":[0.998861,0.0003667288,0.00005824759,0.0002776516,0.0003579839,0.00007845997],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0003371746,0.0001627029,0.001688938,0.0006750606,0.0001822245,0.0002112576,0.0002646782,0.2002016,0.004284434,0.02615674,0.6688418,0.09699324],"study_design_scores_gemma":[0.000344988,0.00002897703,0.000694269,0.00009221349,0.00005731637,0.00009507618,0.00003366649,0.7091683,0.006284095,0.01632608,0.2667666,0.0001084739],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"software","genre_scores_codex":[0.00518969,0.0002149794,0.5085871,0.0003964941,0.0004231481,0.0002716391,0.06771767,0.387442,0.02975726],"genre_scores_gemma":[0.07877801,0.0008411209,0.5919073,0.0004411264,0.0001878538,0.001868117,0.1802449,0.09461886,0.05111279],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.0571093,"threshold_uncertainty_score":0.1910496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1106203188978984,"score_gpt":0.2424370359532173,"score_spread":0.1318167170553189,"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."}}