{"id":"W1966246885","doi":"10.1115/imece2011-65030","title":"Design of Experiment to Evaluate Thermal Resistance of a PTAC Unit","year":2011,"lang":"en","type":"article","venue":"","topic":"Heat Transfer and Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Petroleum Technology Alliance Canada","keywords":"Thermocouple; Thermal; Heat transfer; Convection; Thermal resistance; Natural convection; Materials science; Forced convection; Nuclear engineering; Mechanics; Composite material; Thermodynamics; Engineering; Physics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.008085947,0.00246795,0.002529466,0.0006938074,0.001173019,0.001334277,0.00222902,0.001592988,0.009671395],"category_scores_gemma":[0.01169362,0.0009118757,0.000846152,0.000486181,0.0009896868,0.0007559558,0.001022014,0.002722003,0.001444304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009237833,"about_ca_system_score_gemma":0.0022829,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005974945,"about_ca_topic_score_gemma":0.0007382621,"domain_scores_codex":[0.9904196,0.003073709,0.001247919,0.00184226,0.002313094,0.001103501],"domain_scores_gemma":[0.9881804,0.004468754,0.001623677,0.001330793,0.003338907,0.001057444],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.1191581,0.05682846,0.005892166,0.005208741,0.0007896964,0.000274419,0.001218539,0.007138852,0.6973984,0.002911914,0.003362997,0.09981779],"study_design_scores_gemma":[0.01773709,0.5663437,0.029906,0.000315168,0.00153886,0.0001561492,0.0005767579,0.0180707,0.3234352,0.002120945,0.0394175,0.00038185],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7500287,0.0008213272,0.119338,0.0003766868,0.002164605,0.1154563,0.00213383,0.001025127,0.008655389],"genre_scores_gemma":[0.5115474,0.0008084847,0.2029094,0.001021671,0.0003308781,0.2718816,0.001074427,0.000306599,0.0101196],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009671395,"threshold_uncertainty_score":0.04276311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06556049524928322,"score_gpt":0.2583280685284929,"score_spread":0.1927675732792097,"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."}}