{"id":"W4400307048","doi":"10.3749/2400012","title":"Application of Thermodynamic Modeling (Activity Diagrams) to Carbonated Ultramafic Rocks Associated with Orogenic Gold Environments","year":2024,"lang":"en","type":"article","venue":"The Canadian Journal of Mineralogy and Petrology","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Citation; Library science; Ultramafic rock; Geology; Geochemistry; Archaeology; Geography; Computer science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002766241,0.00008745793,0.000202094,0.0001105028,0.00006966045,0.00001314832,0.0001474121,0.00008828285,0.0002317103],"category_scores_gemma":[0.00003530236,0.00004832941,0.00005297537,0.0001878929,0.0001415319,0.00003562258,0.000003588946,0.0002601865,0.000006278195],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001105832,"about_ca_system_score_gemma":0.00008935668,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05950728,"about_ca_topic_score_gemma":0.5827273,"domain_scores_codex":[0.9993119,0.0001104185,0.0001679357,0.0001207138,0.00008261912,0.000206444],"domain_scores_gemma":[0.9994739,0.0001632705,0.00006807629,0.00007054186,0.00002610931,0.0001981073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002458444,0.00003027963,0.7023891,0.00001521275,0.0008268327,0.0001310012,0.0005773794,0.2557133,0.008112554,0.0002687699,0.00004812028,0.03164162],"study_design_scores_gemma":[0.0003122573,0.000679297,0.4437048,0.00001869762,0.0003169363,0.0001813033,0.00004328978,0.5439513,0.00006644772,0.01023727,0.000325038,0.0001632955],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954905,0.00113833,0.0008760032,0.002095106,0.00004195767,0.00004626337,0.00003608323,0.000002713676,0.0002730757],"genre_scores_gemma":[0.9996456,0.0000241034,0.00001651082,0.0002088826,0.00002962379,7.047587e-7,0.0000247027,0.000001952664,0.00004791162],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5232199,"threshold_uncertainty_score":0.9467555,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006886367326798436,"score_gpt":0.1732575168985785,"score_spread":0.1663711495717801,"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."}}