{"id":"W4406778296","doi":"10.1002/cjce.25617","title":"The impact of different shaped pin‐fins on the flow and heat transfer in the internal cooling structure of gas turbine blades trailing edges","year":2025,"lang":"en","type":"article","venue":"The Canadian Journal of Chemical Engineering","topic":"Heat Transfer Mechanisms","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Trailing edge; Fin; Heat transfer; Materials science; Reynolds number; Heat transfer coefficient; Mechanics; Heat transfer enhancement; Wedge (geometry); Turbine blade; Annular fin; Turbine; Mechanical engineering; Engineering; Composite material; Physics; Turbulence; Optics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003302098,0.0002019616,0.0002989235,0.0001347003,0.00005917481,0.0000508082,0.0005174321,0.0000841467,0.00001460011],"category_scores_gemma":[0.0001088386,0.00009041649,0.0001593437,0.0002097842,0.00008683972,0.00004130022,0.000007098491,0.0008392449,6.303759e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001285502,"about_ca_system_score_gemma":0.0001111823,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004032227,"about_ca_topic_score_gemma":0.0008257164,"domain_scores_codex":[0.9989636,0.00004033299,0.0004371078,0.00007311231,0.0001759017,0.0003099348],"domain_scores_gemma":[0.9990742,0.0005686569,0.0000124003,0.0001812782,0.0000423994,0.0001211253],"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":[0.00004320954,0.000006270575,0.00005785987,0.00008023086,0.0001912855,0.000007922044,0.002464151,0.1902955,0.8045451,0.001357044,0.00002094048,0.0009304372],"study_design_scores_gemma":[0.0005603617,0.0000871544,0.001639243,0.000779637,0.00006822433,0.00008182941,0.000191881,0.2030371,0.7929066,0.0004808723,0.00002229236,0.0001447958],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952685,0.0008127728,0.002818985,0.0007451266,0.0001492399,0.0001404164,0.00002385607,0.000007233027,0.00003382462],"genre_scores_gemma":[0.9997945,0.00004012133,0.00002800456,0.00003153639,0.00008051062,0.000002079357,7.333106e-7,0.00002158596,9.28197e-7],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01274155,"threshold_uncertainty_score":0.3687077,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007482261597068982,"score_gpt":0.1976601860451646,"score_spread":0.1901779244480956,"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."}}