{"id":"W4389581994","doi":"10.7185/gold2023.15874","title":"The formation of stratabound V rich highly metalliferous black shales","year":2023,"lang":"en","type":"article","venue":"","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Manitoba; Government of Northwest Territories; University of Toronto","funders":"","keywords":"Geology; Geochemistry; Mining engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.000117265,0.0001485838,0.0001882885,0.0007041057,0.0009124202,0.0008353433,0.0002090973,0.0003539649,0.001952861],"category_scores_gemma":[0.0002629554,0.0001931697,0.00008156505,0.0003212065,0.0007006958,0.0002326771,0.0006328404,0.0002169193,0.0003244451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000602353,"about_ca_system_score_gemma":0.0006427621,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01802413,"about_ca_topic_score_gemma":0.03970402,"domain_scores_codex":[0.9999291,0.000005455057,0.000002763189,0.00001613229,0.00002254504,0.00002401821],"domain_scores_gemma":[0.9999192,0.000007519215,0.00002391297,0.000006668622,0.00001984462,0.00002292646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001366786,0.0001116353,0.5535918,0.0001916948,0.00009143484,0.002657666,0.003993213,0.002869639,0.4000457,0.00416122,0.0006195792,0.03029959],"study_design_scores_gemma":[0.00001770209,0.0001557359,0.9790531,0.00001760248,0.00001453607,0.0004048023,0.002210414,0.001180831,0.01261475,0.0004780035,0.003843933,0.000008702692],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978986,0.000051422,0.0001119178,0.0000211263,0.000002610929,0.000003193149,0.00002515097,0.0000082412,0.001877753],"genre_scores_gemma":[0.9987118,0.00002631296,0.0000705441,0.000005358374,0.00000103923,8.390967e-7,0.00002698661,0.000002185943,0.001154948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01802413,"threshold_uncertainty_score":0.03583848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02635352334270305,"score_gpt":0.2385788197950132,"score_spread":0.2122252964523102,"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."}}