{"id":"W4400235634","doi":"10.11159/ffhmt24","title":"Proceedings of the 11th International Conference on Fluid Flow, Heat and Mass Transfer (FFHMT 2024)","year":2024,"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":true,"ca_institutions":"","funders":"Division of Graduate Education; Sanofi Pasteur; Mitacs; Agence Nationale de la Recherche; Natural Sciences and Engineering Research Council of Canada; McMaster University; Sanofi","keywords":"Mass transfer; Fluid dynamics; Heat transfer; Mechanics; Flow (mathematics); Materials science; Computer science; Geology; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001892137,0.001257403,0.001015863,0.001157175,0.0009033396,0.004341007,0.001217754,0.001543086,0.3094479],"category_scores_gemma":[0.00171533,0.0002728231,0.0005614394,0.0010265,0.0006751617,0.002201968,0.001956573,0.00242194,0.2039043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001272874,"about_ca_system_score_gemma":0.001815607,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002317129,"about_ca_topic_score_gemma":0.00505214,"domain_scores_codex":[0.9988161,0.0002176641,0.00004054932,0.0001284418,0.0006497557,0.0001474481],"domain_scores_gemma":[0.9982931,0.0002242405,0.00005229102,0.0001444391,0.0008820745,0.0004039452],"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":[0.0001699631,0.00009005483,0.0001746783,0.0001767206,0.000009481603,0.00004613886,0.00002926458,0.0003766191,0.001944149,0.002573834,0.9011524,0.09325668],"study_design_scores_gemma":[0.00001239176,0.00007445649,0.0006064058,0.00006602112,0.000006709097,0.0000763465,0.00002935022,0.001019844,0.001328549,0.001155349,0.9956154,0.000009221129],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006371372,0.02079581,0.05993584,0.0132539,0.1021294,0.0006960245,0.006694352,0.003246717,0.7868766],"genre_scores_gemma":[0.005975918,0.003438038,0.005013292,0.0004818841,0.003040098,0.000142236,0.004064816,0.0005129131,0.9773308],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3094479,"threshold_uncertainty_score":0.9849888,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02498181881482962,"score_gpt":0.248248099635316,"score_spread":0.2232662808204864,"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."}}