{"id":"W4385811892","doi":"10.3390/min13081072","title":"Compositional Signatures of Gold from Different Deposit Types in British Columbia, Canada","year":2023,"lang":"en","type":"article","venue":"Minerals","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Geoscience BC","funders":"","keywords":"Geology; Geochemistry; Inclusion (mineral); Mineral; Gold ore; Mineralogy; Metallurgy; Materials 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001764126,0.0003958904,0.0003885788,0.004835094,0.003047832,0.001319158,0.0007546361,0.0003381872,0.001443757],"category_scores_gemma":[0.0005612778,0.0003593505,0.0001715619,0.005327327,0.0006186079,0.0002099649,0.0009015701,0.0002257349,0.0003403224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009990171,"about_ca_system_score_gemma":0.006152682,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9811382,"about_ca_topic_score_gemma":0.9961236,"domain_scores_codex":[0.9996481,0.00001115123,0.00002093506,0.00007753509,0.000138296,0.0001038539],"domain_scores_gemma":[0.9994302,0.00002676102,0.00003904031,0.00001584961,0.0004095241,0.00007857779],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001902136,0.00002707073,0.9196227,0.0001976055,0.0001106291,0.0009565084,0.005676639,0.0004108052,0.03752277,0.0002095777,0.001224176,0.03385128],"study_design_scores_gemma":[0.000002822317,0.000007556371,0.99441,0.00001779369,0.00001694087,0.0001340347,0.00211134,0.000249296,0.001375702,0.00001877088,0.001646747,0.000008908516],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944119,0.0002928201,0.0001830497,0.00003975221,0.000002761733,0.0000222801,0.001813476,0.00001596055,0.003218042],"genre_scores_gemma":[0.9944927,0.0002808338,0.0006958675,0.00004072889,0.000001385282,0.00001323432,0.001395564,0.0000158839,0.00306385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01886177,"threshold_uncertainty_score":0.07248408,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00842990946212016,"score_gpt":0.1895111933055301,"score_spread":0.1810812838434099,"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."}}