{"id":"W7056037562","doi":"","title":"Effect of Surface State on Radiative Properties of Advanced High Strength Steel Strips","year":2021,"lang":"en","type":"dissertation","venue":"UWSpace (University of Waterloo)","topic":"Thermal properties of materials","field":"Materials Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pyrometer; Galvanization; Radiative transfer; Thermal; STRIPS; Context (archaeology); Surface roughness; Surface finish","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":[],"consensus_categories":[],"category_scores_codex":[0.000224207,0.0002709024,0.0001742038,0.0002362374,0.0001843724,0.0004841748,0.0002030615,0.000294395,0.002032852],"category_scores_gemma":[0.0005636777,0.0002458219,0.0003461739,0.0001878945,0.0002626522,0.0003201545,0.0002017193,0.0003637204,0.0005280756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001955798,"about_ca_system_score_gemma":0.00008195878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001113276,"about_ca_topic_score_gemma":0.001834205,"domain_scores_codex":[0.9997774,0.0000214971,0.000008153374,0.00004978583,0.00009662248,0.00004658894],"domain_scores_gemma":[0.999532,0.0001279335,0.00007245298,0.00005889633,0.0001778078,0.00003100459],"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":[0.0004251753,0.00004995041,0.006386617,0.00009240941,0.00002886142,0.0001759163,0.0001453349,0.005768436,0.9762579,0.0001763765,0.00034824,0.01014479],"study_design_scores_gemma":[0.00002194486,0.001129194,0.04743382,0.00001491913,0.00005218269,0.0001480406,0.000363068,0.02302407,0.9257128,0.0001423478,0.001918275,0.00003933899],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973284,0.0002232883,0.0007618247,0.00002215595,0.00001604027,0.000003944261,0.00007528946,0.00005817724,0.001510859],"genre_scores_gemma":[0.9988127,0.00008291343,0.000230303,0.00001868723,0.000002275231,0.000001833007,0.00007349065,0.00001884344,0.0007590435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002032852,"threshold_uncertainty_score":0.006800532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007842678683482604,"score_gpt":0.1945916405307543,"score_spread":0.1867489618472717,"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."}}