{"id":"W3129687721","doi":"10.1088/1681-7575/abe8c1","title":"Survey of subrange inconsistency of long-stem standard platinum resistance thermometers","year":2021,"lang":"en","type":"article","venue":"Metrologia","topic":"Calibration and Measurement Techniques","field":"Engineering","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"European Metrology Programme for Innovation and Research; European Commission","keywords":"Standard deviation; Statistics; Point (geometry); Mathematics","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":[0.0005281396,0.00008545083,0.0002591783,0.0000798024,0.00001123958,0.000006827632,0.00008936895,0.00006720775,0.00009827116],"category_scores_gemma":[0.0001589009,0.00008108874,0.00005616645,0.0003471921,0.00004021652,0.00004981973,0.00001783843,0.00007277967,0.000001106704],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003324446,"about_ca_system_score_gemma":0.00003040498,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001830013,"about_ca_topic_score_gemma":0.0007976564,"domain_scores_codex":[0.9991956,0.0001151636,0.0002883626,0.000102722,0.0001900776,0.0001080382],"domain_scores_gemma":[0.9993798,0.0001306512,0.0000635654,0.0002317276,0.0001688786,0.00002533635],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0003333094,0.0001076523,0.5245562,0.000895981,0.0003952311,0.00004294364,0.0003684698,0.0003322585,0.4505787,0.0008730586,0.007532006,0.0139841],"study_design_scores_gemma":[0.0003189667,0.00006022811,0.2900232,0.00003969334,0.00001713594,8.73226e-7,0.0000287949,0.0001285975,0.7090073,0.00005565615,0.0002099575,0.0001095825],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9629154,0.001975719,0.02482447,0.00003050342,0.0001755053,0.0001366829,0.0001670695,0.0002496981,0.009525003],"genre_scores_gemma":[0.9981662,0.0000584498,0.001585624,0.00001828857,0.000005117343,0.000006350813,0.00001459163,0.00001314613,0.000132221],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2584286,"threshold_uncertainty_score":0.3306703,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03961856188109392,"score_gpt":0.2375445389550146,"score_spread":0.1979259770739207,"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."}}