{"id":"W4311816032","doi":"10.1002/srin.202200705","title":"The Causes and Effects of Preannealed Radiative Property Variations Across Full‐Hard Advanced High‐Strength Steel Coils","year":2022,"lang":"en","type":"article","venue":"steel research international","topic":"Surface Roughness and Optical Measurements","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Radiative transfer; Galvanization; Materials science; Wavelength; Optics; Scanning electron microscope; Surface (topology); Electromagnetic coil; Spectroscopy; Spectrometer; Composite material; Geometry; Optoelectronics; Physics; Layer (electronics)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001913503,0.0002252391,0.0002367264,0.0002404514,0.0002464153,0.0003069411,0.0002928243,0.0003291216,0.0008979872],"category_scores_gemma":[0.0007888779,0.0002822313,0.000204119,0.0001950728,0.0005620707,0.000397325,0.0002531064,0.0003933052,0.0001777409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002913945,"about_ca_system_score_gemma":0.000117401,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001006423,"about_ca_topic_score_gemma":0.002253347,"domain_scores_codex":[0.9996075,0.00002889971,0.00001641689,0.00007427905,0.0002149895,0.00005794184],"domain_scores_gemma":[0.9993249,0.0001785949,0.0001639334,0.00009889169,0.0001993872,0.00003422152],"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":[0.0001027415,0.000008227652,0.002362975,0.00003676444,0.00001135714,0.0001499971,0.00009481225,0.0006676403,0.9936876,0.00004475032,0.00005354604,0.002779732],"study_design_scores_gemma":[0.00001049707,0.0003236962,0.1093386,0.000003139301,0.00001902701,0.0002976794,0.000272551,0.003246169,0.8852336,0.00006666065,0.001170497,0.00001802492],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9972428,0.0001296104,0.001950092,0.00002100758,0.00001141524,0.000008284665,0.00004077687,0.00004802093,0.0005478666],"genre_scores_gemma":[0.9991111,0.00002778267,0.0004708845,0.000008879334,0.000002432909,0.000003693882,0.00003654218,0.00001187494,0.0003268257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001006423,"threshold_uncertainty_score":0.003004014,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03597575658239292,"score_gpt":0.3248464506857604,"score_spread":0.2888706941033675,"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."}}