{"id":"W2032651635","doi":"10.3139/124.110444","title":"Review of regulatory requirements relevant to calibration of monitoring instruments in research reactors","year":2015,"lang":"en","type":"article","venue":"Kerntechnik","topic":"Nuclear and radioactivity studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Procurement; Regulatory authority; Work (physics); Business; Order (exchange); Risk analysis (engineering); Computer science; Operations research; Environmental protection; Environmental planning; Political science; Environmental science; Public administration; Engineering; Finance","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0413145,0.0006758235,0.0009917642,0.006931098,0.001768114,0.00357858,0.003810129,0.003452403,0.001897933],"category_scores_gemma":[0.04557571,0.0007392826,0.0009996855,0.003985225,0.002517015,0.001791683,0.00130003,0.002464807,0.001488206],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003115276,"about_ca_system_score_gemma":0.01250511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00942713,"about_ca_topic_score_gemma":0.009223795,"domain_scores_codex":[0.9472701,0.01352443,0.008159536,0.002043046,0.02762706,0.001375858],"domain_scores_gemma":[0.9035522,0.0407131,0.01026256,0.004021351,0.04077657,0.000674132],"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":[0.0002867132,0.0004313517,0.007455567,0.01667243,0.0001077427,0.002962474,0.004126337,0.01088984,0.05473951,0.1114598,0.08538299,0.7054853],"study_design_scores_gemma":[0.00002521985,0.0004189407,0.01520888,0.009743599,0.000182258,0.001583047,0.001827337,0.001894858,0.02967342,0.005983182,0.9332988,0.0001605546],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.1247055,0.2954955,0.172638,0.02818347,0.006406191,0.002259545,0.003437749,0.002187861,0.3646863],"genre_scores_gemma":[0.5029703,0.257129,0.1406528,0.01617595,0.002957918,0.002568225,0.005964646,0.0009397178,0.07064126],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.0413145,"threshold_uncertainty_score":0.2184945,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1472751916696625,"score_gpt":0.3736081383490937,"score_spread":0.2263329466794311,"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."}}