{"id":"W182433931","doi":"","title":"Poiseuelle flow through a channel bounded by porous layers","year":2009,"lang":"en","type":"article","venue":"International Conference on Mathematical methods, Computational techniques and Intelligent systems","topic":"Heat and Mass Transfer in Porous Media","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Bounded function; Mechanics; Porosity; Flow (mathematics); Inlet; Shear stress; Open-channel flow; Channel (broadcasting); Work (physics); Space (punctuation); Porous medium; Flow velocity; Shear velocity; Materials science; Mathematical analysis; Physics; Mathematics; Computer science; Thermodynamics; Engineering; Mechanical engineering; Turbulence; Telecommunications; Composite material","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":[0.0001420946,0.0002132579,0.0002429216,0.000416755,0.0005307445,0.001046582,0.000238713,0.0006232933,0.001213253],"category_scores_gemma":[0.000616192,0.0001366093,0.0002183601,0.0002037065,0.0008244185,0.0008512379,0.0005128275,0.0003799175,0.0001762946],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004172843,"about_ca_system_score_gemma":0.0004852583,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00186165,"about_ca_topic_score_gemma":0.00111567,"domain_scores_codex":[0.9999163,0.00001224045,0.000002956813,0.00002136837,0.00002935252,0.00001777497],"domain_scores_gemma":[0.9998581,0.00007036107,0.00001707739,0.0000081057,0.00003231389,0.00001403433],"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":[0.0003203576,0.000114175,0.006337374,0.0001629751,0.00003554573,0.0009222953,0.0003731331,0.4870663,0.109872,0.3576709,0.001605494,0.03551947],"study_design_scores_gemma":[0.00005123696,0.0001181717,0.00231991,0.00002422006,0.00001072974,0.0002901878,0.0001038465,0.9211448,0.02533827,0.04474541,0.005806889,0.00004623258],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6274855,0.0009469096,0.3410187,0.0004377501,0.0001466669,0.00005577543,0.0001741325,0.000304874,0.02942971],"genre_scores_gemma":[0.9746845,0.0002656754,0.01435852,0.00003790471,0.00002794275,0.00003169084,0.00004791421,0.00002067361,0.01052526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00186165,"threshold_uncertainty_score":0.004058719,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05799220775421884,"score_gpt":0.3563956383772995,"score_spread":0.2984034306230807,"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."}}