{"id":"W4232422991","doi":"10.1115/1.4027515","title":"Heat Transfer Gallery","year":2014,"lang":"en","type":"article","venue":"Journal of Heat Transfer","topic":"Heat Transfer and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Heat transfer; Art; Computer science; Physics; Thermodynamics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001033523,0.001330381,0.001325267,0.00364624,0.002778419,0.003765988,0.00200025,0.001647451,0.5548665],"category_scores_gemma":[0.002028597,0.00077133,0.001359741,0.002476699,0.0004502776,0.002149354,0.003252109,0.002381001,0.2911009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009782731,"about_ca_system_score_gemma":0.001092961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001415771,"about_ca_topic_score_gemma":0.003071082,"domain_scores_codex":[0.9991653,0.00006495562,0.00003417047,0.0001486024,0.000501055,0.00008593682],"domain_scores_gemma":[0.9986643,0.0001649064,0.00003002313,0.0005196695,0.0004554911,0.0001657332],"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":[0.0002338246,0.00005510032,0.0001276997,0.0003448904,0.00001280963,0.000107126,0.0001049398,0.001088876,0.01065363,0.004879996,0.8823434,0.1000477],"study_design_scores_gemma":[0.0000205729,0.00003055608,0.0003955821,0.00004216232,0.000008026112,0.000135033,0.00004171963,0.001400994,0.004978358,0.001635724,0.9912841,0.0000270818],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004826121,0.002982806,0.05330306,0.002462802,0.00738733,0.000785658,0.02203081,0.02828625,0.8779352],"genre_scores_gemma":[0.02319426,0.001744019,0.01505995,0.001106249,0.00114701,0.000639609,0.02187872,0.01058282,0.9246473],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5548665,"threshold_uncertainty_score":0.6349289,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009639430977582073,"score_gpt":0.2038811786343803,"score_spread":0.1942417476567982,"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."}}