{"id":"W7063608807","doi":"","title":"Aerothermal Characteristics of Ribbed Surfaces at High Reynolds Number","year":2023,"lang":"fr","type":"other","venue":"PolyPublie (École Polytechnique de Montréal)","topic":"Particle Detector Development and Performance","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Filter (signal processing); Work (physics); Limiting; Context (archaeology)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004938798,0.0008632044,0.001171208,0.0002705646,0.0002654748,0.0001175983,0.0007122661,0.0006811367,0.008405816],"category_scores_gemma":[0.00004310052,0.0009184442,0.0003754037,0.0006534112,0.000279716,0.0002370202,0.0004372082,0.000636915,0.002814099],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006614364,"about_ca_system_score_gemma":0.0003890065,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01347522,"about_ca_topic_score_gemma":0.004205827,"domain_scores_codex":[0.9962446,0.0001704447,0.00110463,0.0007011418,0.0005198655,0.001259334],"domain_scores_gemma":[0.99725,0.0002036098,0.00100714,0.001015513,0.0001508581,0.000372864],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002443054,0.0003682913,0.913394,0.0002719395,0.0006240832,0.0000436801,0.0005628886,0.0003107034,0.01766059,0.01396258,0.00730433,0.04525262],"study_design_scores_gemma":[0.001243663,0.0001414863,0.8040405,0.0007378962,0.000223791,0.00001528744,0.00005789813,0.01165873,0.06200684,0.0003843508,0.1179624,0.00152714],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806854,0.0003512219,0.005440104,0.000795543,0.0009928641,0.001118026,0.001213268,0.0006587055,0.008744896],"genre_scores_gemma":[0.7655159,0.0003820612,0.004474536,0.0001241723,0.0006654741,0.0003898317,0.0001918069,0.0007218636,0.2275344],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2187895,"threshold_uncertainty_score":0.9993266,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008554018908902738,"score_gpt":0.2184611892934208,"score_spread":0.2099071703845181,"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."}}