{"id":"W2410981697","doi":"10.1115/1.4033324","title":"Special Section on the International Conference on Thermal Engineering and Applications","year":2016,"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":"Toronto Metropolitan University","funders":"","keywords":"Futures studies; Work (physics); Productivity; Political science; Middle East; Quality (philosophy); Public relations; Economic growth; Engineering ethics; Engineering; Computer science; Economics; Mechanical engineering","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":[],"consensus_categories":[],"category_scores_codex":[0.001997624,0.002242978,0.001796045,0.002285293,0.001720824,0.005900294,0.002063714,0.003212364,0.1185802],"category_scores_gemma":[0.002854554,0.0004106242,0.001393842,0.001393226,0.0009056876,0.003172414,0.002107594,0.004913077,0.06259408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001359027,"about_ca_system_score_gemma":0.002522431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009781786,"about_ca_topic_score_gemma":0.00258748,"domain_scores_codex":[0.9981331,0.0002203481,0.000129937,0.0003767306,0.000851766,0.0002881937],"domain_scores_gemma":[0.9970759,0.0003397065,0.0001826318,0.0002219006,0.001418274,0.0007615639],"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":[0.00006953793,0.00006486787,0.0001928131,0.000346034,0.00001556728,0.0001379445,0.00003207287,0.0001589627,0.001030893,0.002590781,0.9495967,0.04576382],"study_design_scores_gemma":[0.000005892276,0.00005199001,0.0004604872,0.0001639064,0.000009123482,0.0001519479,0.00003031553,0.0001970545,0.0002683903,0.000666242,0.9979842,0.00001044892],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"other","genre_scores_codex":[0.001100543,0.02153467,0.002741943,0.01074331,0.8090655,0.0003189633,0.0004776093,0.0004304672,0.1535871],"genre_scores_gemma":[0.00995543,0.0299824,0.002162578,0.005134158,0.3929931,0.0003835118,0.001521651,0.0008875798,0.5569796],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1185802,"threshold_uncertainty_score":0.3966902,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01415451864383576,"score_gpt":0.2044503864328353,"score_spread":0.1902958677889996,"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."}}