{"id":"W2894320221","doi":"10.1007/s11600-018-0199-x","title":"3D joint inversion of Gradient and Mise-à-la-Masse borehole IP/Resistivity data and its application to magmatic sulfide mineral deposit exploration","year":2018,"lang":"en","type":"article","venue":"Acta Geophysica","topic":"Geophysical and Geoelectrical Methods","field":"Earth and Planetary Sciences","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"Thornhill Medical (Canada); Brampton Civic Hospital","funders":"","keywords":"Borehole; Geology; Induced polarization; Mineralization (soil science); Geochemistry; Sulfide; Mineralogy; Prospectivity mapping; Mineral exploration; Inversion (geology); Drilling; Petrology; Ultramafic rock; Electrical resistivity and conductivity; Geomorphology; Paleontology; Soil science; Structural basin","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":[0.0002292847,0.0001378762,0.00022304,0.00005994055,0.0001284672,0.0000389959,0.0001910947,0.00004665144,0.00001677923],"category_scores_gemma":[0.0001588723,0.0001121059,0.00002223032,0.0003311091,0.00008640841,0.0004090834,0.00009289722,0.00008455963,0.00006270577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000003179535,"about_ca_system_score_gemma":0.00001516477,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001261772,"about_ca_topic_score_gemma":0.0003238712,"domain_scores_codex":[0.9988398,0.0001416823,0.0001933406,0.0004108569,0.000205747,0.0002086002],"domain_scores_gemma":[0.9990819,0.0002260983,0.00009773541,0.0003467204,0.00006332279,0.0001842547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.000226498,0.0002126534,0.004739002,0.000192549,0.00003918089,0.000003432749,0.0009075571,0.00003198558,0.09447698,0.0003082675,0.001374657,0.8974872],"study_design_scores_gemma":[0.0002860097,0.0006357701,0.8437209,0.00003612918,0.00005928105,0.000002841407,0.0000375564,0.1345645,0.01266588,0.006204534,0.001555648,0.000230995],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966246,0.00007368004,0.001730007,0.0008395808,0.00004333305,0.0002841707,0.00006364422,0.00002036751,0.0003206262],"genre_scores_gemma":[0.9956887,0.00002624769,0.00382652,0.0001347639,0.0001331902,0.000004184506,0.0001257513,0.000003763861,0.00005690951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8972563,"threshold_uncertainty_score":0.4571547,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02764943250334397,"score_gpt":0.2461578827700921,"score_spread":0.2185084502667481,"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."}}