{"id":"W4393403764","doi":"10.5382/econgeo.5063","title":"Discriminating Superimposed Alteration Associated with Epigenetic Base and Precious Metal Vein Systems in the Rouyn-Noranda Mining District, Quebec; Implications for Exploration in Ancient Volcanic Districts","year":2024,"lang":"en","type":"article","venue":"Economic Geology","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; University of Toronto; Laurentian University","funders":"","keywords":"Volcano; Precious metal; Geology; Base metal; Vein; Geochemistry; Archaeology; Mining engineering; Geography; Medicine; Engineering; Metal; Chemistry; Surgery","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0002038446,0.0002313763,0.0002101821,0.001660471,0.001290932,0.001026942,0.0006159525,0.0002997578,0.002021393],"category_scores_gemma":[0.0005597619,0.0001204611,0.0001175129,0.002067218,0.000672264,0.000196241,0.0003602318,0.0001572556,0.0001862815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007993759,"about_ca_system_score_gemma":0.003287578,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9602157,"about_ca_topic_score_gemma":0.9876304,"domain_scores_codex":[0.9997955,0.00001963096,0.000007968003,0.00005738626,0.00004264398,0.0000768807],"domain_scores_gemma":[0.9995071,0.00004318207,0.00009768674,0.0000157707,0.0002246708,0.0001115259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000516139,0.0000153155,0.9788213,0.00003836121,0.00003040041,0.0002078311,0.0007229885,0.0003895004,0.00640364,0.00008396008,0.0003943731,0.01284075],"study_design_scores_gemma":[0.000001289294,0.000004514656,0.9984566,0.000007623742,0.000004529824,0.00003366872,0.0005452044,0.0003213845,0.0001516445,0.000007292441,0.0004636355,0.000002631639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962351,0.0002358696,0.0001646064,0.00006125894,0.000001916771,0.00002073102,0.00112186,0.00001271229,0.002145989],"genre_scores_gemma":[0.9987167,0.00006061972,0.0002414361,0.00001140924,0.000001285577,0.000006403729,0.0003231598,0.000003335423,0.0006356498],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03978425,"threshold_uncertainty_score":0.08003706,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02740088090957735,"score_gpt":0.2382493589895606,"score_spread":0.2108484780799833,"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."}}