{"id":"W7048091062","doi":"","title":"InSitu – Hydraulic Modelling Toolkit for Advanced Stream Flow Routing Sensitivity Analysis II","year":2003,"lang":"en","type":"report","venue":"NPARC","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sensitivity (control systems); Routing (electronic design automation); Flow (mathematics); Stream flow; Flow routing","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":[0.001068282,0.00161163,0.001652662,0.001010739,0.0009182995,0.001497062,0.00288865,0.001383014,0.04054807],"category_scores_gemma":[0.003181653,0.001655496,0.001581093,0.001137118,0.0004110985,0.002010475,0.001425001,0.002336067,0.01245731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008277557,"about_ca_system_score_gemma":0.00286846,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02916831,"about_ca_topic_score_gemma":0.02495653,"domain_scores_codex":[0.9995471,0.00008986665,0.00003643859,0.00005187253,0.0002103301,0.00006442024],"domain_scores_gemma":[0.9985014,0.0006554023,0.00007927132,0.0002570287,0.0004466466,0.00006028418],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002054866,0.000121952,0.001382051,0.000685016,0.0001668928,0.0002134731,0.0001962054,0.7198539,0.003791858,0.03088199,0.1723708,0.07013029],"study_design_scores_gemma":[0.0000774519,0.00001475892,0.0002554286,0.00003796698,0.00002638444,0.00003206863,0.00001950619,0.9427691,0.002533622,0.00676244,0.04743329,0.00003795941],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.007935051,0.0002670607,0.8008133,0.0004718617,0.00042987,0.0002537633,0.0356121,0.1187838,0.03543315],"genre_scores_gemma":[0.1546426,0.0007680909,0.7187876,0.0003451346,0.000160799,0.001827684,0.04971999,0.03328734,0.04046065],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.04054807,"threshold_uncertainty_score":0.1356468,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02970527175063689,"score_gpt":0.2922842870586146,"score_spread":0.2625790153079777,"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."}}