{"id":"W2770072720","doi":"10.1080/19315775.2010.11721538","title":"AC Shunt Calibrations at NRC","year":2010,"lang":"en","type":"article","venue":"NCSLI Measure","topic":"Scientific Measurement and Uncertainty Evaluation","field":"Decision Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"National Research Council Canada","funders":"","keywords":"Environmental science","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":[0.007018356,0.000682659,0.0005416821,0.003093528,0.001322097,0.001410382,0.001992362,0.001105574,0.01169651],"category_scores_gemma":[0.01893942,0.0003423652,0.0003494281,0.002784049,0.001036175,0.001729025,0.001220702,0.001241276,0.004238338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004231716,"about_ca_system_score_gemma":0.002182207,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006510938,"about_ca_topic_score_gemma":0.007670878,"domain_scores_codex":[0.9864854,0.002386373,0.0004273461,0.001128217,0.009305377,0.0002672092],"domain_scores_gemma":[0.9748242,0.003334124,0.001301212,0.004491777,0.01562511,0.0004236163],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001518638,0.0004549267,0.02382931,0.0006041238,0.000110141,0.0004262498,0.001255842,0.03479166,0.14197,0.02949066,0.05583109,0.7097174],"study_design_scores_gemma":[0.0002560256,0.00124219,0.02134433,0.0002134927,0.0001175399,0.001246494,0.0003926517,0.1338615,0.5013297,0.01454052,0.3251908,0.0002647831],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.189457,0.001529444,0.5513657,0.002516841,0.0009434813,0.0007745139,0.005366746,0.0300127,0.2180337],"genre_scores_gemma":[0.8435471,0.0002699721,0.1318821,0.0003537677,0.000217621,0.0002422231,0.001730115,0.001101858,0.02065522],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01169651,"threshold_uncertainty_score":0.03912872,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2576381091514771,"score_gpt":0.4107089637573804,"score_spread":0.1530708546059033,"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."}}