{"id":"W7061970531","doi":"","title":"Shape evolution of numerically obtained subaqueous barchan dunes","year":2020,"lang":"en","type":"article","venue":"LA Referencia (Red Federada de Repositorios Institucionales de Publicaciones Científicas)","topic":"Advanced Power Generation Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); 3d model; Western europe","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002970338,0.0005095938,0.0007559219,0.0009147985,0.0009313812,0.0019916,0.00101893,0.001618574,0.004656529],"category_scores_gemma":[0.001989417,0.0004255038,0.0007497354,0.0005788311,0.0006945857,0.0006744695,0.000965427,0.0008829331,0.0004603417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001341239,"about_ca_system_score_gemma":0.0008742873,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02290412,"about_ca_topic_score_gemma":0.01912468,"domain_scores_codex":[0.9998301,0.00002248932,0.000009665269,0.00004093792,0.00003479924,0.00006198206],"domain_scores_gemma":[0.9993538,0.0002388912,0.00004372828,0.00006073537,0.0001233358,0.0001795537],"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":[0.0006903621,0.0003278239,0.03655397,0.0002227576,0.0002332639,0.001898093,0.0005942627,0.9075562,0.0285271,0.003129867,0.004773724,0.01549254],"study_design_scores_gemma":[0.00008715349,0.00006835036,0.0281184,0.00004101904,0.00003656069,0.0001305725,0.0005328396,0.965689,0.002295293,0.001145716,0.001779229,0.00007593901],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.989455,0.0002129288,0.002757824,0.0003614165,0.0001101721,0.00002076631,0.0009553949,0.0003388645,0.005787506],"genre_scores_gemma":[0.9962489,0.00006171648,0.001542665,0.00003593802,0.00001268462,0.00001419073,0.0006463845,0.0001182365,0.001319387],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02290412,"threshold_uncertainty_score":0.04554164,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0164839799034921,"score_gpt":0.2232284874488091,"score_spread":0.206744507545317,"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."}}