{"id":"W7043570683","doi":"","title":"Stochastic orebody modelling and stochastic long-term production sheduling for an iron ore deposit in Northern Quebec","year":2017,"lang":"en","type":"dissertation","venue":"Open MIND","topic":"Advanced Banach Space Theory","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Iron ore; Stochastic modelling; Production schedule; Schedule; Open-pit mining; Valuation (finance); Production (economics); Excavation","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":[0.0003866505,0.0006091166,0.0003989428,0.0004154227,0.0008706383,0.00147661,0.0013049,0.00125979,0.002015729],"category_scores_gemma":[0.00091796,0.0003144817,0.0006437341,0.0004695947,0.0008132202,0.0003233159,0.0005731745,0.0006286459,0.0001441991],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009945171,"about_ca_system_score_gemma":0.006075152,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8962962,"about_ca_topic_score_gemma":0.8158472,"domain_scores_codex":[0.9998281,0.00003178166,0.000006853434,0.00003504335,0.00003866306,0.00005953506],"domain_scores_gemma":[0.9996124,0.0001489995,0.00006057267,0.00001596534,0.0001260307,0.00003608112],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001045009,0.000007418417,0.001082582,0.000007688477,0.000005387602,0.00005300579,0.00001672729,0.9961419,0.0003099933,0.001509922,0.0001483398,0.0007067304],"study_design_scores_gemma":[0.000002388234,0.000004162577,0.0008519545,0.000002343626,0.000002236647,0.000003546878,0.00002264224,0.9986454,0.00004763608,0.0001921773,0.0002216031,0.000004006308],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8763173,0.0005220923,0.08707818,0.001309299,0.00005022926,0.0001005032,0.001549714,0.0002322569,0.03284042],"genre_scores_gemma":[0.9881318,0.0001225954,0.003497839,0.00003350777,0.000005021837,0.00002924016,0.0002637451,0.00001980659,0.007896509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1037038,"threshold_uncertainty_score":0.208629,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06144926783078107,"score_gpt":0.3668161076075573,"score_spread":0.3053668397767763,"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."}}