{"id":"W2945889981","doi":"10.1615/ihtc12.5340","title":"A New Infrared Based Periodic Experimental Technique for Measuring Local Heat Transfer Coefficients","year":2002,"lang":"en","type":"article","venue":"Proceeding of International Heat Transfer Conference 12","topic":"Radiative Heat Transfer Studies","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"National Research Council Canada; Kingston Health Sciences Centre; Queen's University","funders":"","keywords":"Infrared; Heat transfer; Materials science; Computer science; Optics; Physics; Mechanics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001394509,0.0004145644,0.0004553993,0.000338224,0.0001232792,0.00007272538,0.0004344804,0.000137451,0.0005861087],"category_scores_gemma":[0.00001563478,0.0004402214,0.0002274856,0.0001917665,0.0001527295,0.000341457,0.00001105003,0.0002464704,0.000008355471],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002343367,"about_ca_system_score_gemma":0.00006756592,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003543104,"about_ca_topic_score_gemma":0.00001439854,"domain_scores_codex":[0.9979761,0.00001357284,0.0005865342,0.0004108699,0.0005607806,0.0004522033],"domain_scores_gemma":[0.9993249,0.00008016321,0.000002765497,0.0001083831,0.000304127,0.0001796395],"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":[0.0003120516,0.0004347241,0.003181065,0.0007311239,0.0004587688,0.000005032787,0.01001161,0.00921795,0.9672852,0.004347602,0.0006893965,0.003325482],"study_design_scores_gemma":[0.002344724,0.0002655087,0.0004328369,0.0004495696,0.0000435583,0.000009089552,0.0005472498,0.1381885,0.8563579,0.00006518911,0.0008404332,0.0004555121],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06629198,0.0007355756,0.9245597,0.0002096644,0.0003823745,0.001085887,0.0001213138,0.0002641865,0.006349321],"genre_scores_gemma":[0.9968891,0.00009231211,0.002123489,0.00004631438,0.0001159886,0.000582701,0.00001914229,0.00007300316,0.00005802395],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9305971,"threshold_uncertainty_score":0.999805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04790279932512605,"score_gpt":0.2527625009053767,"score_spread":0.2048597015802507,"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."}}