{"id":"W2945207063","doi":"10.1615/ihtc12.3300","title":"Measurement of convective heat transfer rates by laser interferometry","year":2002,"lang":"en","type":"article","venue":"Proceeding of International Heat Transfer Conference 12","topic":"Heat Transfer and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"Interferometry; Convection; Laser; Materials science; Convective heat transfer; Heat transfer; Optics; Mechanics; Physics","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002049585,0.0002851402,0.0003883559,0.0002750236,0.00003546517,0.00003717056,0.0003150969,0.0001225406,0.001046019],"category_scores_gemma":[0.00001912024,0.0002866051,0.0001379561,0.0002250355,0.0001032885,0.0004025056,0.000007499621,0.0002328938,0.00001062114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001123387,"about_ca_system_score_gemma":0.00002464805,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004027986,"about_ca_topic_score_gemma":0.00001737668,"domain_scores_codex":[0.9981654,0.0000183624,0.0006263895,0.0002734845,0.0006423058,0.000274099],"domain_scores_gemma":[0.9990489,0.00003872863,0.000002897614,0.0000994308,0.0006995357,0.0001104626],"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":[0.0001935183,0.0005552996,0.0129562,0.0009706718,0.0008419958,0.000002582464,0.005847123,0.005465758,0.9668434,0.002518929,0.0009876234,0.002816918],"study_design_scores_gemma":[0.001199405,0.0001813272,0.0005965218,0.0004619404,0.00005918733,0.000006390973,0.0003145806,0.07047085,0.9261856,0.00007107318,0.0001556871,0.0002974302],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6244842,0.0007376609,0.3531583,0.0004566485,0.000616689,0.0004884852,0.0001815867,0.0001826862,0.01969372],"genre_scores_gemma":[0.9989858,0.0006664168,0.0001203564,0.00002779844,0.00005089775,0.00004749696,0.00002673524,0.00004112841,0.00003337975],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3745016,"threshold_uncertainty_score":0.9999586,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03492648855620827,"score_gpt":0.2330663264532342,"score_spread":0.1981398378970259,"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."}}