{"id":"W4246603605","doi":"10.1093/jicru_1.3.35","title":"Methods for Routine Monitoring","year":2001,"lang":"en","type":"article","venue":"Journal of the ICRU","topic":"Software System Performance and Reliability","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Hydro One (Canada)","funders":"","keywords":"Computer 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":[0.004098504,0.001693211,0.001257847,0.003571789,0.001197154,0.002110601,0.002792921,0.001765761,0.02143419],"category_scores_gemma":[0.01013222,0.0009019593,0.0007758999,0.001893205,0.0009588243,0.00280956,0.003030374,0.00190031,0.01663201],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005487286,"about_ca_system_score_gemma":0.001388739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007541918,"about_ca_topic_score_gemma":0.0009371499,"domain_scores_codex":[0.9944829,0.001235866,0.000285263,0.00114782,0.002653082,0.0001950653],"domain_scores_gemma":[0.9935294,0.001467637,0.0004547051,0.002550001,0.001819734,0.0001786701],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003817082,0.0002828064,0.003277702,0.0008917618,0.00008204337,0.0001084087,0.0005329638,0.001101521,0.07135006,0.02957807,0.02555946,0.8668534],"study_design_scores_gemma":[0.000232515,0.001054565,0.009404584,0.0009447166,0.0003401445,0.00255946,0.0005241255,0.05151735,0.2257725,0.1091673,0.5981197,0.0003629521],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.004341129,0.002363897,0.96816,0.0003105027,0.0005049137,0.0007326365,0.0008149148,0.004994632,0.01777736],"genre_scores_gemma":[0.06659725,0.002539581,0.8792667,0.00057061,0.0003902624,0.003044192,0.001776516,0.001202625,0.04461221],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.02143419,"threshold_uncertainty_score":0.07170451,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03169377173284387,"score_gpt":0.3681638336610336,"score_spread":0.3364700619281897,"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."}}