{"id":"W2958990572","doi":"10.35624/jminer2019.01.01","title":"Sequential Indicator Simulation with Locally Varying Anisotropy – Simulating Mineralized Units in a Porphyry Copper Deposit","year":2019,"lang":"en","type":"article","venue":"JOURNAL OF MINING ENGINEERING AND RESEARCH","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Hypogene; Mineralization (soil science); Anisotropy; Geology; Mineralogy; Soil science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003194943,0.0005001554,0.0004586417,0.000409067,0.0002495188,0.0005546125,0.0007693911,0.0007406591,0.001304093],"category_scores_gemma":[0.001706266,0.0002474991,0.0004468443,0.000549492,0.0004686532,0.0003615418,0.0004940364,0.0004977742,0.00009729653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005460844,"about_ca_system_score_gemma":0.0009464117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02552065,"about_ca_topic_score_gemma":0.01333695,"domain_scores_codex":[0.9998755,0.00003360703,0.000007991792,0.00002416171,0.00002305526,0.00003567067],"domain_scores_gemma":[0.9991657,0.0005051912,0.00008272904,0.00007339158,0.0001039297,0.00006897099],"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":[0.00004929738,0.00002618898,0.002271213,0.000006834411,0.000006223051,0.000023551,0.00001691914,0.995246,0.0006423559,0.0002712101,0.00004306557,0.001397225],"study_design_scores_gemma":[0.000004930174,0.00000739254,0.0002023849,6.130879e-7,0.000001295491,0.0000023806,0.000005924882,0.9993846,0.0002733055,0.0000859611,0.00002978989,0.000001300178],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.950346,0.00003812414,0.0470073,0.0000797197,0.0000176883,0.00003223518,0.0002337653,0.0003920911,0.00185307],"genre_scores_gemma":[0.9893008,0.00001761174,0.01018852,0.000009129823,0.000002375634,0.00002154936,0.0001376544,0.00002442496,0.0002978497],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02552065,"threshold_uncertainty_score":0.05074424,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03245687751193625,"score_gpt":0.2881154213434041,"score_spread":0.2556585438314679,"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."}}