{"id":"W4399982402","doi":"10.1080/10407782.2024.2368273","title":"Computational micropolar model of hybrid nanofluid flow across a wedge","year":2024,"lang":"en","type":"article","venue":"Numerical Heat Transfer Part A Applications","topic":"Nanofluid Flow and Heat Transfer","field":"Engineering","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Artificial Intelligence in Medicine (Canada)","funders":"","keywords":"Nanofluid; Wedge (geometry); Mechanics; Flow (mathematics); Materials science; Geology; Physics; Mathematics; Geometry; Heat transfer","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":[0.0001594469,0.0005632248,0.000669732,0.0003930514,0.0005582841,0.0008614701,0.001254976,0.001814207,0.003557644],"category_scores_gemma":[0.0004280844,0.0003333194,0.0006759962,0.0003507683,0.0006754987,0.0005105328,0.0007818226,0.0006621841,0.000451452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007075209,"about_ca_system_score_gemma":0.00095762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006828073,"about_ca_topic_score_gemma":0.002475057,"domain_scores_codex":[0.9998912,0.00002050277,0.00000641091,0.00002776798,0.00002975702,0.00002433958],"domain_scores_gemma":[0.9998567,0.00005592972,0.00002469184,0.00001139832,0.00003091007,0.00002036507],"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":[0.00008120689,0.00006122509,0.001035693,0.0001078494,0.00001678888,0.0003919715,0.00008778808,0.9704106,0.01014206,0.01409134,0.0006346573,0.002938726],"study_design_scores_gemma":[0.00001036935,0.00001666572,0.0001410843,0.000005060573,0.000002436007,0.00003119925,0.00001351977,0.9980087,0.0004515274,0.0007388919,0.0005761355,0.000004478769],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4136924,0.00161737,0.5081111,0.001319643,0.0002868179,0.0003517921,0.002317512,0.000653971,0.07164942],"genre_scores_gemma":[0.9109819,0.0007555377,0.04951392,0.000254142,0.00007467164,0.0008047398,0.001171081,0.0001270508,0.03631691],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006828073,"threshold_uncertainty_score":0.01357663,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01503529412993515,"score_gpt":0.2513538161963589,"score_spread":0.2363185220664238,"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."}}