{"id":"W2066068628","doi":"10.1007/s11663-012-9751-2","title":"A Study of Scrap Heating By Burners. Part I: Experiments","year":2012,"lang":"en","type":"article","venue":"Metallurgical and Materials Transactions B","topic":"Radiative Heat Transfer Studies","field":"Engineering","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University; McMaster University Medical Centre","funders":"Natural Sciences and Engineering Research Council of Canada; ArcelorMittal","keywords":"Scrap; Combustor; Propane; Combustion; Materials science; Measure (data warehouse); Nuclear engineering; Metallurgy; Heat transfer; Stove; Waste management; Mechanics; Thermodynamics; Chemistry; Engineering","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":[0.0003705997,0.0006727692,0.001210881,0.0003320432,0.001050724,0.000379704,0.0009775064,0.0008281004,0.00591261],"category_scores_gemma":[0.000715544,0.0003798233,0.0005838778,0.0004343484,0.0005840111,0.0006162963,0.0006123165,0.0008607103,0.0005400795],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003476733,"about_ca_system_score_gemma":0.0003566572,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001717593,"about_ca_topic_score_gemma":0.001143412,"domain_scores_codex":[0.9996778,0.00003963403,0.00001262282,0.00006601834,0.0001056529,0.00009830383],"domain_scores_gemma":[0.9991266,0.0004739678,0.0000429254,0.0001995852,0.00009555394,0.00006148634],"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":[0.004870327,0.00122061,0.002352031,0.0006645169,0.00008670799,0.0004156759,0.0005794035,0.01688637,0.956821,0.0005447585,0.0006511071,0.0149075],"study_design_scores_gemma":[0.0003451662,0.005596417,0.008645541,0.00002376971,0.0000541776,0.0002011871,0.0003517598,0.02322572,0.9583903,0.0003809946,0.002740676,0.00004434119],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9946621,0.0001991483,0.002460908,0.00002881933,0.0000278819,0.000106253,0.0002568649,0.0001181137,0.00213991],"genre_scores_gemma":[0.9953697,0.0001779777,0.001927985,0.00001809114,0.00001167134,0.0000762827,0.0001771665,0.00004486405,0.002196362],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00591261,"threshold_uncertainty_score":0.01977962,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02943683527060205,"score_gpt":0.2529525101303741,"score_spread":0.2235156748597721,"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."}}