{"id":"W2525200836","doi":"10.11159/mmme16.142","title":"An Integrated Valuation Tool for Uncertainties in Mining","year":2016,"lang":"en","type":"article","venue":"Proceedings of the World Congress on Mechanical, Chemical, and Material Engineering","topic":"Capital Investment and Risk Analysis","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science; Valuation (finance); Data mining; Data science; Business; Accounting","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"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":[0.002878366,0.00121892,0.0007554585,0.003617964,0.0004875624,0.004325137,0.001519107,0.001298386,0.0190642],"category_scores_gemma":[0.01185755,0.0003960914,0.001082957,0.002973791,0.0004937655,0.004389739,0.002605264,0.00136453,0.001935416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007261615,"about_ca_system_score_gemma":0.0009472868,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001267581,"about_ca_topic_score_gemma":0.001252875,"domain_scores_codex":[0.9991313,0.0002894232,0.0000706602,0.00008951379,0.000368339,0.0000508276],"domain_scores_gemma":[0.9970324,0.002084569,0.0002188472,0.0002354927,0.0003255665,0.0001031788],"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":[0.0001482864,0.000155949,0.005284304,0.000206999,0.0001744935,0.000667081,0.0003157399,0.511274,0.001635222,0.2511605,0.01136349,0.2176139],"study_design_scores_gemma":[0.00001132525,0.00003638195,0.0004725833,0.0000632113,0.00002585522,0.0001574911,0.00007475393,0.8871361,0.0004925481,0.09977123,0.01173478,0.00002372923],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01276986,0.0003517292,0.9673067,0.000328848,0.0000985456,0.0001145362,0.001239935,0.001272867,0.01651704],"genre_scores_gemma":[0.4391824,0.0008058796,0.5504959,0.0001020568,0.0002081536,0.0003735468,0.001862409,0.0004721204,0.006497533],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0190642,"threshold_uncertainty_score":0.06377608,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01695534752299588,"score_gpt":0.2138419400818572,"score_spread":0.1968865925588613,"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."}}