{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003951732,0.0000571054,0.0000950305,0.0001926209,0.00000440268,0.000006166594,0.00005258117,0.00003256489,0.00005392279],"category_scores_gemma":[0.00003117158,0.00005555736,0.0000212694,0.0003369471,0.000007212061,0.0001118557,0.00001274687,0.00005732068,0.000006745797],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006279956,"about_ca_system_score_gemma":0.00001223932,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004360771,"about_ca_topic_score_gemma":0.0008861594,"domain_scores_codex":[0.999419,0.00001309573,0.0001726853,0.0000640087,0.0002234473,0.0001077251],"domain_scores_gemma":[0.9998621,0.000007547105,0.00001031492,0.00006870916,0.00002716702,0.00002418313],"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":[0.000003917512,0.00002698323,0.005116228,0.00009393324,0.000005507032,0.00000521839,0.000191804,0.0003075434,0.9805234,0.001016158,0.0121426,0.0005666893],"study_design_scores_gemma":[0.0002828432,0.00001355391,0.03477784,0.0000581327,0.000001550447,5.214826e-7,0.00008630171,0.00175581,0.9605247,0.0006118946,0.001782017,0.0001048172],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8772544,0.0001191628,0.005217914,0.0004928313,0.0002017788,0.0003233049,0.000002054072,0.001085352,0.1153032],"genre_scores_gemma":[0.9996402,0.00006083716,0.0001679969,0.00002048188,0.00001029097,0.00001342383,0.000001113942,0.000007784967,0.00007786055],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1223858,"threshold_uncertainty_score":0.2265563,"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."}}