{"id":"W2152750350","doi":"10.1023/a:1025888503247","title":"Dependable Handling of Uncertainty","year":2003,"lang":"en","type":"article","venue":"Reliable Computing","topic":"Fault Detection and Control Systems","field":"Engineering","cited_by":18,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Computer science; Work (physics); Field (mathematics); Risk analysis (engineering); Engineering; Mathematics; Business","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001244603,0.000721874,0.0009078796,0.0007647864,0.0006723381,0.002261774,0.001596344,0.001099492,0.003433403],"category_scores_gemma":[0.007762729,0.0004610553,0.0006824782,0.0008662525,0.001627014,0.003447372,0.00243877,0.002558331,0.0007610632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007411127,"about_ca_system_score_gemma":0.0006875113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001051847,"about_ca_topic_score_gemma":0.0007006203,"domain_scores_codex":[0.9982266,0.0003162775,0.0000942425,0.000261045,0.0009400141,0.0001618575],"domain_scores_gemma":[0.996002,0.001796049,0.0002773747,0.00132133,0.0005126609,0.00009049934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0002457867,0.00004864455,0.0004125681,0.0003093371,0.00008596652,0.0005023982,0.0004600451,0.1886498,0.01440451,0.6102688,0.006910625,0.1777015],"study_design_scores_gemma":[0.0000212447,0.00005617409,0.0002018407,0.00004315836,0.00002867905,0.0001250566,0.00004458781,0.5058117,0.00711413,0.4742106,0.01231761,0.00002517045],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01279914,0.00162643,0.9731433,0.0006934993,0.0002276745,0.00003108244,0.000104021,0.0005438912,0.01083096],"genre_scores_gemma":[0.8694707,0.003059522,0.1134408,0.0003537015,0.0006988901,0.0001444882,0.0003819703,0.0003261944,0.01212368],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003433403,"threshold_uncertainty_score":0.01148587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007072172241935242,"score_gpt":0.2046368574255798,"score_spread":0.1975646851836446,"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."}}