{"id":"W6939121615","doi":"10.60692/cmz5y-f8233","title":"Experimental study of bed morphology evolution under two-dimensional dam-break flow","year":2022,"lang":"en","type":"article","venue":"Greater South Information System","topic":"Earthquake and Tsunami Effects","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; BC Cancer Agency; University of Toronto","funders":"","keywords":"Flume; Inflow; Flow (mathematics); River morphology; Flow conditions; Sediment; Flood myth; Sediment transport","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":[0.0002040712,0.0001362325,0.0001988641,0.0002262814,0.0001344425,0.00001860543,0.0001013343,0.00003646096,0.0001012614],"category_scores_gemma":[0.000001670202,0.0001341636,0.00004758954,0.0001877331,0.0000121224,0.0002745894,0.0000815554,0.0001088457,0.0001375455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002079489,"about_ca_system_score_gemma":0.00001406629,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002241027,"about_ca_topic_score_gemma":3.66321e-7,"domain_scores_codex":[0.9988961,0.00009611147,0.0004180787,0.00009385486,0.0003247393,0.0001710646],"domain_scores_gemma":[0.999581,0.000007788401,0.00009552519,0.0002305586,0.00004093989,0.00004422443],"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":[0.00006348949,0.00002928182,0.01639045,0.00009895399,0.0001023353,0.000007275326,0.04670742,0.9358987,0.0004047723,0.0001021662,0.000146646,0.00004857074],"study_design_scores_gemma":[0.01120284,0.001708034,0.1152289,0.00007172778,0.00009907188,0.0004228983,0.1736674,0.6825058,0.01425398,0.000004082658,0.00004956502,0.0007856872],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961202,0.00001045168,0.001704557,0.000002269349,0.0006509246,0.0004425316,0.00005570648,0.000229213,0.0007841271],"genre_scores_gemma":[0.9996728,3.39412e-9,0.00005957574,0.00002102828,0.00003066153,0.0001478598,0.00003792662,0.00001297042,0.00001711724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2533928,"threshold_uncertainty_score":0.5471033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01616467694960598,"score_gpt":0.20494557686946,"score_spread":0.1887808999198541,"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."}}