{"id":"W2305081595","doi":"10.14288/1.0081178","title":"Operating risk : planning for flexible mining systems","year":2009,"lang":"en","type":"article","venue":"cIRcle (University of British Columbia)","topic":"Mining Techniques and Economics","field":"Engineering","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Risk analysis (engineering); Business; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001752226,0.00003715431,0.0002024018,0.00003227252,0.0001833873,0.0001095496,0.0001725251,0.00008592838,0.000010749],"category_scores_gemma":[0.0000139531,0.0001483903,0.00006615891,0.00007344958,0.00002239501,0.0001936354,0.00002162926,0.0000803744,0.000002364014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005506733,"about_ca_system_score_gemma":0.00001267584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005236472,"about_ca_topic_score_gemma":0.001983932,"domain_scores_codex":[0.9994528,0.00000830944,0.0001174387,0.0001684434,0.00004819135,0.0002048745],"domain_scores_gemma":[0.9996688,0.00003251521,0.0000584767,0.0001423818,0.00003904066,0.0000587688],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000007001734,0.00004633341,0.01653256,0.0003148387,0.0001065402,0.0000569752,0.001633233,0.1003721,0.0007767788,0.00001666855,0.04701328,0.8331237],"study_design_scores_gemma":[0.0009483236,0.0002251297,0.5471249,0.0005939776,0.00005306012,0.00005529858,0.004175166,0.4431528,0.00001060786,0.0001965515,0.002998655,0.0004656005],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9629485,0.0002762556,0.03278954,0.000006134727,0.0001364727,0.0001882488,0.00009399254,0.0004404321,0.003120453],"genre_scores_gemma":[0.9854152,0.00006861663,0.01415929,0.000008350259,0.00004634596,7.5237e-7,0.00001236284,0.00001498896,0.0002741009],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8326581,"threshold_uncertainty_score":0.7916015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01229538074745059,"score_gpt":0.179708176649977,"score_spread":0.1674127959025264,"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."}}