{"id":"W4389985179","doi":"10.1615/ihtc17.380-70","title":"IN-SITU MEASUREMENT OF EMISSIVITY IN CRYSTAL GROWTH FURNACES","year":2023,"lang":"en","type":"article","venue":"","topic":"Calibration and Measurement Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo","funders":"","keywords":"Emissivity; In situ; Materials science; Environmental science; Crystal (programming language); Remote sensing; Computer science; Optics; Geology; Physics; Meteorology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003536433,0.0003361321,0.0003331123,0.0002642565,0.0005323333,0.0003917937,0.0006399893,0.0005234478,0.001362094],"category_scores_gemma":[0.0006565775,0.0002827869,0.0001778253,0.0003365889,0.0004314785,0.0004185656,0.0004730276,0.0005695006,0.0002801522],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006117005,"about_ca_system_score_gemma":0.000303754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001697172,"about_ca_topic_score_gemma":0.004726965,"domain_scores_codex":[0.9995676,0.00005548647,0.00001133587,0.0001052667,0.0002139083,0.00004645624],"domain_scores_gemma":[0.9996526,0.0001277954,0.00004492005,0.00005131093,0.0001026792,0.00002063376],"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":[0.0001131429,0.00002697619,0.001841638,0.00003840296,0.000007008119,0.00002029124,0.0001027762,0.0004297223,0.9937952,0.0001480502,0.00008448509,0.00339233],"study_design_scores_gemma":[0.00000747697,0.00005525265,0.004295469,0.00000341386,0.000005934427,0.00004452583,0.00005386074,0.003438426,0.99118,0.00003834645,0.0008719093,0.000005395592],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9596482,0.0002661762,0.03491954,0.00009332148,0.00004077574,0.00004262756,0.0003448704,0.0003697799,0.004274811],"genre_scores_gemma":[0.9828924,0.0001216153,0.01480316,0.00002571251,0.000008377106,0.00002588602,0.0001627587,0.00007311106,0.00188712],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001697172,"threshold_uncertainty_score":0.004556656,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03167137024456407,"score_gpt":0.2363453707625815,"score_spread":0.2046740005180175,"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."}}