{"id":"W7023891852","doi":"","title":"A Passive Mid-infrared Sensor to Measure Real-time Particle Emissivity and Gas Temperature in Coal-fired Boilers and Steelmaking Furnaces","year":2008,"lang":"en","type":"dissertation","venue":"Library and Archives Canada (Government of Canada)","topic":"Radiative Heat Transfer Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Emissivity; Radiance; Particle (ecology); Wavelength; Pyrometer; Temperature measurement; Radiative transfer; Black-body radiation; Thermal","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000009991465,0.0003327684,0.0004828576,0.00004161774,0.0001584949,0.00003085502,0.00008617439,0.00007329688,0.000004988482],"category_scores_gemma":[0.000007578999,0.0003419759,0.00002152488,0.0001012256,0.00004772842,0.0002120071,0.00002524012,0.0002279562,2.253651e-9],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002175012,"about_ca_system_score_gemma":0.0004215005,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001583349,"about_ca_topic_score_gemma":0.06501504,"domain_scores_codex":[0.9982137,0.00006106195,0.0002917047,0.0003066033,0.0008001389,0.0003267582],"domain_scores_gemma":[0.9993409,0.0002001964,0.00005129533,0.0001257011,0.000001472905,0.0002804652],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.002523566,0.00006709527,0.0798714,0.004050491,0.001159498,0.001332908,0.01903047,0.002447783,0.866644,0.001550779,0.006556406,0.01476566],"study_design_scores_gemma":[0.001117071,0.0001136643,0.6794332,0.001326819,0.00007926617,0.00001793448,0.01431845,0.002306568,0.297564,0.00008311735,0.002709684,0.0009301876],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9635471,0.001932265,9.584461e-7,0.000780038,0.0001239964,0.000329293,0.0002733583,0.00002469501,0.03298827],"genre_scores_gemma":[0.9922711,0.003664893,0.0001594991,0.00009927531,0.0000340349,0.00002884782,0.00002284441,0.00004659786,0.003672954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5995618,"threshold_uncertainty_score":0.9999032,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003795500634885548,"score_gpt":0.1533668007500937,"score_spread":0.1495713001152082,"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."}}