{"id":"W4417328806","doi":"10.1177/25726838251405980","title":"Alteration and lithogeochemical characterisation of the Esaase gold deposit in the Paleoproterozoic Birimian Terrane of Ghana","year":2025,"lang":"en","type":"article","venue":"Applied Earth Science Transactions of the Institutions of Mining and Metallurgy","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Society of Economic Geologists Foundation","keywords":"Petrography; Hydrothermal circulation; Metamorphic rock; Terrane; Pyrite; Chalcopyrite","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004253481,0.00007309418,0.0001687068,0.0001163485,0.0001919814,0.00001258569,0.0003106711,0.00003866032,0.00003868671],"category_scores_gemma":[0.00005808742,0.00003709876,0.00006699953,0.0009410292,0.001449613,0.00009824921,0.00001283081,0.00009124287,2.064389e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000001513202,"about_ca_system_score_gemma":0.00008234265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001507065,"about_ca_topic_score_gemma":0.002027751,"domain_scores_codex":[0.999172,0.00003994817,0.0003125613,0.0001545689,0.0002129635,0.0001079822],"domain_scores_gemma":[0.9994679,0.0001114884,0.0001338937,0.0002161626,0.00004595119,0.00002458209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001570292,0.0003298001,0.1167028,0.0002817501,0.0001129971,5.590264e-7,0.004012706,0.01792729,0.7665051,0.004453391,0.000003754965,0.08951284],"study_design_scores_gemma":[0.0002945309,0.00005560066,0.8037307,0.0001074929,0.0001439955,0.000008167692,0.001033602,0.006318574,0.1871932,0.0009854846,0.00005008926,0.00007858501],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966626,0.0001102211,0.001388265,0.0006575277,0.00004654281,0.0001630528,0.00001610415,0.000002425095,0.0009533018],"genre_scores_gemma":[0.998907,0.00003377069,0.0009737345,0.00005623324,0.000003495671,0.000003786235,0.000002750146,4.104155e-7,0.00001887466],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6870279,"threshold_uncertainty_score":0.534116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0146330690364898,"score_gpt":0.2138837392204442,"score_spread":0.1992506701839544,"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."}}