{"id":"W4237736114","doi":"10.11159/ffhmt21","title":"Proceedings of the 8th International Conference on Fluid Flow, Heat and Mass Transfer (FFHMT'21)","year":2021,"lang":"en","type":"paratext","venue":"Proceedings of the ... International Conference on Fluid Flow, Heat and Mass Transfer","topic":"Heat Transfer and Boiling Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Royal Society; Royal Society of Canada; National Aeronautics and Space Administration","keywords":"Mass transfer; Fluid dynamics; Heat transfer; Flow (mathematics); Computer science; Mechanics; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002018681,0.001399053,0.001360295,0.001368228,0.0009640873,0.004395416,0.00159234,0.001713357,0.2046752],"category_scores_gemma":[0.002276116,0.000382976,0.0008928772,0.001378345,0.0007882877,0.002317598,0.002293605,0.00267166,0.1353434],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009903352,"about_ca_system_score_gemma":0.001780927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00357133,"about_ca_topic_score_gemma":0.006567792,"domain_scores_codex":[0.9986326,0.0002714148,0.00006603447,0.0002088271,0.0006648904,0.0001562277],"domain_scores_gemma":[0.9977971,0.0002959159,0.00005672391,0.0003068891,0.001165958,0.0003774876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004171816,0.0002019132,0.0005244184,0.0003397199,0.00003733295,0.0001235201,0.0001044594,0.00086944,0.005349149,0.004532756,0.7381464,0.2493537],"study_design_scores_gemma":[0.00002296926,0.0001134157,0.001185509,0.0001339063,0.00002911,0.0001992817,0.0000675761,0.002460881,0.00301267,0.002013105,0.9907398,0.00002171129],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01265028,0.0462179,0.1684136,0.01129669,0.1257782,0.0008513926,0.007034091,0.005431866,0.6223261],"genre_scores_gemma":[0.01756612,0.01274181,0.02696704,0.0008266757,0.005085982,0.0002738055,0.008807561,0.00139549,0.9263355],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2046752,"threshold_uncertainty_score":0.6847067,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02610330304269735,"score_gpt":0.2444066509456248,"score_spread":0.2183033479029275,"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."}}