{"id":"W4402321788","doi":"10.1007/s00126-024-01308-w","title":"Stable isotopes (H, C, O) and 3D fluid flow modeling constraints on gold endowment along the Augmitto-Bouzan orogenic gold deposit (Abitibi subprovince, Quebec)","year":2024,"lang":"en","type":"article","venue":"Mineralium Deposita","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":5,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre de Géomatique du Québec","funders":"Canada First Research Excellence Fund","keywords":"Geology; Endowment; Mineral resource classification; Geochemistry; Isotope; Petrology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003953484,0.0004055198,0.0003059195,0.00009280035,0.0002714505,0.0009909143,0.0009063232,0.0001505874,0.00004218337],"category_scores_gemma":[0.00005092789,0.0002961282,0.0001342598,0.0003652945,0.0001600521,0.000444733,0.0005150847,0.0004071069,0.00005114392],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001095858,"about_ca_system_score_gemma":0.0001363005,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0285648,"about_ca_topic_score_gemma":0.01389739,"domain_scores_codex":[0.9973522,0.0001196173,0.000466495,0.0009623661,0.0004078419,0.0006914221],"domain_scores_gemma":[0.9986584,0.0001836132,0.00006160212,0.0008182601,0.00009197948,0.0001861927],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001513552,0.0006543242,0.008110653,0.002042066,0.001211212,0.00348694,0.008591801,0.08524986,0.4552967,0.1390407,0.04947639,0.2466881],"study_design_scores_gemma":[0.0004890731,0.0001336722,0.0008023812,0.0003716101,0.00008078207,0.0006083896,0.0001488651,0.9809694,0.01235206,0.0007336356,0.002670548,0.0006396204],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8152861,0.01253301,0.1048305,0.01396042,0.001363286,0.001233574,0.00004013681,0.0009387452,0.04981422],"genre_scores_gemma":[0.9855304,0.00008136675,0.005725278,0.000776236,0.0001904571,0.0000726198,0.00001983005,0.00001492588,0.007588933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8957195,"threshold_uncertainty_score":0.9999491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01291397088877922,"score_gpt":0.2098220132149068,"score_spread":0.1969080423261275,"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."}}