{"id":"W4318980270","doi":"10.1007/s11053-023-10165-9","title":"Geophysical Data Inversion in a Gold-Rich Porphyry System: A Case Study of the Dalli Deposit, Iran","year":2023,"lang":"en","type":"article","venue":"Natural Resources Research","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta","funders":"","keywords":"Geology; Diorite; Induced polarization; Mineralization (soil science); Lithology; Andesite; Drilling; Geophysics; Mineralogy; Magnetic susceptibility; Geochemistry; Electrical resistivity and conductivity; Petrology; Volcanic rock; Soil science; Soil water","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":[0.0003788933,0.000291611,0.0003194968,0.0008157102,0.0005800627,0.0005710345,0.0006331595,0.0005300809,0.0003617883],"category_scores_gemma":[0.0008674816,0.0001874627,0.0003294491,0.001446112,0.0005791349,0.0003524181,0.0004687081,0.0003015832,0.00009598692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001034208,"about_ca_system_score_gemma":0.001726856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.133985,"about_ca_topic_score_gemma":0.17215,"domain_scores_codex":[0.9998214,0.00002472386,0.00001230286,0.00003324371,0.00005280624,0.00005563495],"domain_scores_gemma":[0.9997806,0.00005767025,0.00002988129,0.00002804663,0.00008203126,0.00002180931],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006882926,0.0008435398,0.6088072,0.0002983892,0.000329475,0.01350846,0.002903109,0.2229386,0.0285663,0.002957402,0.004693723,0.1134656],"study_design_scores_gemma":[0.0001346151,0.0001483261,0.5240806,0.00004404577,0.0001815417,0.0009278341,0.00753572,0.4511061,0.009661268,0.001434736,0.00467056,0.00007446385],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981275,0.00003570018,0.0008972375,0.0001011007,0.000004644759,0.00001026324,0.0001526626,0.00004641869,0.0006244948],"genre_scores_gemma":[0.9974267,0.00004200426,0.002073455,0.000007380921,0.000002862059,0.000003313031,0.0001584731,0.000006625756,0.0002791723],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.133985,"threshold_uncertainty_score":0.2664104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1136100564769839,"score_gpt":0.3524707700852429,"score_spread":0.2388607136082589,"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."}}