{"id":"W1589763204","doi":"","title":"Economic Geology Models 1. Geochemical Exploration and Metallogenic Studies, Northern Chile","year":2008,"lang":"en","type":"article","venue":"Geoscience Canada","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology; Geochemistry; Supergene (geology); Hypogene; Porphyry copper deposit; Meteoric water; Socle; Groundwater; Genetic model; Fluid inclusions; Geomorphology; Paleontology; Hydrothermal circulation; Inversion (geology); Weathering","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"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":[0.0003797815,0.0004629498,0.0001916737,0.00115276,0.0003873301,0.001684348,0.0009100023,0.00042657,0.01447386],"category_scores_gemma":[0.001510867,0.0001807978,0.000254066,0.002037551,0.0006298478,0.001133389,0.0007163662,0.0005237922,0.00146561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003735678,"about_ca_system_score_gemma":0.001765515,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04425294,"about_ca_topic_score_gemma":0.03153434,"domain_scores_codex":[0.9998877,0.00004471091,0.000004965544,0.00002344891,0.00001933245,0.0000197777],"domain_scores_gemma":[0.9997041,0.0001069586,0.00007013833,0.0000235526,0.00005863246,0.00003662123],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00005115622,0.00009677261,0.0269796,0.0002016372,0.00005042334,0.0005335377,0.0005214831,0.1974794,0.0002166689,0.6939793,0.03076266,0.04912736],"study_design_scores_gemma":[0.00006693015,0.00003648036,0.02977157,0.0002131778,0.00004028177,0.0003843296,0.00136867,0.3568055,0.0001909702,0.4189477,0.1921353,0.00003907804],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2862205,0.00930204,0.08062751,0.01687327,0.0001672284,0.0003511448,0.02465907,0.0007382527,0.5810611],"genre_scores_gemma":[0.9111088,0.005660024,0.006972048,0.0001525151,0.00008981996,0.0002908488,0.003736079,0.0001111707,0.07187869],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04425294,"threshold_uncertainty_score":0.0879907,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03647624816695898,"score_gpt":0.2120146646606115,"score_spread":0.1755384164936525,"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."}}