{"id":"W6966714172","doi":"10.4224/20955691","title":"Radiation thermometry research activities at NRC","year":2012,"lang":"en","type":"article","venue":"NPARC","topic":"Calibration and Measurement Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"","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":[],"consensus_categories":[],"category_scores_codex":[0.0005600378,0.00004335754,0.00004416552,0.0001093613,0.00005051145,0.00001589949,0.00004500155,0.00004151971,0.0007859296],"category_scores_gemma":[0.00003439662,0.00004199496,0.00001768902,0.0001289221,0.00001670189,0.0001958715,0.0000160304,0.00009295034,0.00008105757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001900815,"about_ca_system_score_gemma":0.000006151926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001617791,"about_ca_topic_score_gemma":0.00000232509,"domain_scores_codex":[0.9993781,0.00003433903,0.00005680498,0.00004175014,0.0003055144,0.0001835157],"domain_scores_gemma":[0.9997813,0.00003707211,0.000005340994,0.000103471,0.00002229239,0.00005053007],"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":[0.000003928264,0.00001480604,0.001819523,0.00001891847,0.000008658122,1.545469e-7,0.0004139529,0.000006241297,0.8355807,0.003171323,0.1218686,0.03709319],"study_design_scores_gemma":[0.00007729027,0.00001080042,0.005252596,0.000006760962,0.000002028974,0.000001375735,0.00005644756,0.0005821467,0.7538409,0.0004292655,0.2396606,0.00007976049],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5290741,0.0004091496,0.002681662,0.0002078814,0.0003061557,0.0001798442,0.000003616791,0.0008099987,0.4663276],"genre_scores_gemma":[0.9983077,0.00008514598,0.0003909986,0.00002690805,0.00017329,0.00002882659,0.000003525437,0.0000145756,0.0009690391],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4692336,"threshold_uncertainty_score":0.8605378,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06884310303179383,"score_gpt":0.3101769343631161,"score_spread":0.2413338313313223,"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."}}