{"id":"W2775980754","doi":"10.1007/s00126-017-0784-y","title":"3D implicit modeling of the Sishen Mine: new resolution of the geometry and origin of Fe mineralization","year":2017,"lang":"en","type":"article","venue":"Mineralium Deposita","topic":"Geological Modeling and Analysis","field":"Earth and Planetary Sciences","cited_by":22,"is_retracted":false,"has_abstract":false,"ca_institutions":"Iron Ore Company (Canada)","funders":"","keywords":"Geology; Mineralization (soil science); Unconformity; Geochemistry; Ore genesis; Fault (geology); Iron ore; Mining engineering; Mineralogy; Petrology; Sedimentary rock; Seismology; Fluid inclusions; Hydrothermal circulation","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001882109,0.00009155108,0.0002041634,0.00004442938,0.0001835363,0.00002667629,0.0004072042,0.00006908021,0.00003029275],"category_scores_gemma":[0.0001549004,0.0000485093,0.0001020145,0.0001650169,0.00009555547,0.00009374987,0.00005611754,0.0000652586,7.616728e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001900111,"about_ca_system_score_gemma":0.00002404669,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2017802,"about_ca_topic_score_gemma":0.02443968,"domain_scores_codex":[0.9991237,0.0000572047,0.0003085991,0.0001584063,0.0002204534,0.0001316712],"domain_scores_gemma":[0.9991172,0.00003299263,0.0002815905,0.0004480385,0.0000779389,0.0000422411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0000119578,0.000008191807,0.7332099,0.00001943056,0.00002073354,1.310816e-7,0.00005860287,0.2622376,0.003380253,0.00005436944,0.0001425357,0.0008563346],"study_design_scores_gemma":[0.000120093,0.00002290853,0.4794837,0.00003358359,0.00006531896,0.00000199103,0.00001539286,0.5198486,0.0001598767,0.0001933027,0.000008847878,0.00004633803],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9960933,0.0006318354,0.00138902,0.0007741026,0.0001074337,0.00007507035,0.00002329068,0.000004306268,0.0009016715],"genre_scores_gemma":[0.9981986,0.00003615882,0.001045447,0.00004321754,0.00005509941,2.51882e-7,0.00001278094,0.00000202478,0.000606469],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2576111,"threshold_uncertainty_score":0.9933618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0273441215703574,"score_gpt":0.231734402305594,"score_spread":0.2043902807352366,"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."}}