{"id":"W2228828928","doi":"","title":"The Future Generations of CANDU: Advantages and Development with Passive Safety","year":2006,"lang":"en","type":"article","venue":"Pacific Basin Nuclear Conference 2006","topic":"Heat transfer and supercritical fluids","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Technology development; Modularity (biology); Risk analysis (engineering); Nuclear engineering; Engineering; Environmental science; Business; Manufacturing engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00005512252,0.0001222395,0.0001355392,0.00002476312,0.0001987192,0.00005479392,0.00006941709,0.0000574099,0.0000716129],"category_scores_gemma":[0.000002322175,0.00008149951,0.00001588448,0.00007155997,0.0001260969,0.00006840685,0.000007324076,0.0001131983,0.000009582998],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002172908,"about_ca_system_score_gemma":0.00004742052,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003896872,"about_ca_topic_score_gemma":0.0003774089,"domain_scores_codex":[0.9993504,0.00002228904,0.0001888167,0.0001171567,0.0001223292,0.0001990133],"domain_scores_gemma":[0.9997004,0.00004658838,0.00000171037,0.0001251928,0.00006920233,0.00005695502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000170374,0.0001809398,0.01275935,0.0004020175,0.0002457848,0.00004722028,0.004394362,0.000737962,0.0521578,0.7464386,0.01900512,0.1634605],"study_design_scores_gemma":[0.001007747,0.0001177611,0.06810112,0.000118768,0.00004731801,0.00003450786,0.008010842,0.003548521,0.01074447,0.0004067462,0.9071709,0.0006913011],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6945359,0.002756871,0.07605527,0.003405535,0.000598526,0.0007366772,0.0003560337,0.0004896541,0.2210655],"genre_scores_gemma":[0.99795,0.0003343797,0.001518285,0.00001415962,0.00006645374,0.000006498336,0.00001469514,0.00001995794,0.00007559206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8881658,"threshold_uncertainty_score":0.3323453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004045518095176743,"score_gpt":0.1708718655944493,"score_spread":0.1668263474992725,"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."}}