{"id":"W2316908649","doi":"10.1061/40926(239)10","title":"Flume Experiments under Cat-Scan to Measure Internal Sedimentological Parameter During Sediment Transport","year":2007,"lang":"en","type":"article","venue":"","topic":"Hydrology and Sediment Transport Processes","field":"Environmental Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institut National de la Recherche Scientifique","funders":"","keywords":"Ripple; Flume; Water column; Geology; Sediment; Sediment transport; Bed load; Geotechnical engineering; Soil science; Water flow; Stratification (seeds); Hydrology (agriculture); Flow (mathematics); Geomorphology; Mechanics; Oceanography; Engineering; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002967163,0.0002913926,0.0003015067,0.0001544657,0.0003813659,0.0002521146,0.0002569702,0.0004768819,0.001986526],"category_scores_gemma":[0.000519143,0.0001720422,0.0001450488,0.0002096467,0.0002506234,0.0003517282,0.0003394877,0.0004277962,0.0001724488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003705339,"about_ca_system_score_gemma":0.0003026821,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007659753,"about_ca_topic_score_gemma":0.01229646,"domain_scores_codex":[0.9998393,0.00001760895,0.00001043329,0.00004204775,0.00004473276,0.00004576903],"domain_scores_gemma":[0.9996589,0.0001249223,0.00003723984,0.00004614304,0.00009952677,0.00003327777],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0006482108,0.00008351819,0.00271289,0.00004344547,0.00001005988,0.00007380956,0.0001329869,0.0005975023,0.9934797,0.0001303187,0.0001257688,0.001961761],"study_design_scores_gemma":[0.00008684016,0.001622769,0.02631569,0.000009720384,0.00003248652,0.0001264194,0.0001093886,0.006630661,0.9629765,0.0001008717,0.001951253,0.00003744693],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980171,0.00004502135,0.001012596,0.00001648333,0.000006449777,0.00001168139,0.0003125638,0.0000317839,0.0005464691],"genre_scores_gemma":[0.9963624,0.00005076661,0.001498366,0.0000298196,0.000002596694,0.00004046398,0.0003691353,0.00001799634,0.001628433],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007659753,"threshold_uncertainty_score":0.01523036,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02027847377708116,"score_gpt":0.256543381060204,"score_spread":0.2362649072831229,"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."}}