{"id":"W4210464872","doi":"10.1063/5.0059134.2","title":"10.1063/5.0059134.2","year":2021,"lang":"en","type":"dataset","venue":"Default Digital Object Group","topic":"Heat Transfer and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Surface (topology); Mechanics; Flow (mathematics); Position (finance); Thermal; Projection (relational algebra); Solid surface; Convection; Surface pressure; Geometry; Optics; Geology; Materials science; Physics; Meteorology; Mathematics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007333233,0.003080759,0.001883963,0.001853064,0.0009099377,0.002890682,0.003691964,0.002454745,0.2843218],"category_scores_gemma":[0.001855298,0.0007251378,0.001112971,0.005332572,0.0005946973,0.001598676,0.002449581,0.001990544,0.6396071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009331488,"about_ca_system_score_gemma":0.0009403483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009617706,"about_ca_topic_score_gemma":0.01344473,"domain_scores_codex":[0.99926,0.00009629732,0.00005864706,0.0002561598,0.0002040595,0.0001249192],"domain_scores_gemma":[0.9995279,0.00005453896,0.00002119499,0.0002511849,0.00009678667,0.00004835254],"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":[0.00004665625,0.00003276419,0.0004562667,0.0003702693,0.00002047517,0.00002628675,0.00001811372,0.0005646096,0.0001813642,0.0004841957,0.9868854,0.01091361],"study_design_scores_gemma":[0.00008608391,0.0000165727,0.001170362,0.0001196087,0.000009843469,0.00006441013,0.00004087813,0.001049506,0.0005160114,0.001644283,0.9952615,0.00002089626],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0003217406,0.0001794983,0.00058346,0.0001074728,0.00009375776,0.00003523237,0.9877264,0.004906467,0.006046017],"genre_scores_gemma":[0.0005891004,0.0001095545,0.0007258193,0.00005524747,0.00001096604,0.00008099768,0.9953285,0.0002457857,0.002854074],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.7156782,"threshold_uncertainty_score":0.951151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006904991496514618,"score_gpt":0.2045940011515408,"score_spread":0.1976890096550262,"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."}}