{"id":"W4389561853","doi":"10.7185/gold2023.18032","title":"Metal transport in magma","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":"McGill University","funders":"","keywords":"Magma; Geology; Geochemistry; Volcano","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":[0.0001216319,0.0002462051,0.0002971664,0.0008820204,0.0007410902,0.001125116,0.0005033752,0.0006504367,0.00246008],"category_scores_gemma":[0.0005356544,0.0001798295,0.0002900024,0.0004204485,0.0003651812,0.0009500821,0.0004062159,0.0002807961,0.0005664288],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001942661,"about_ca_system_score_gemma":0.0005693557,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.026403,"about_ca_topic_score_gemma":0.01227433,"domain_scores_codex":[0.9999236,0.000006874303,0.000003147147,0.00003502136,0.00001236395,0.0000189819],"domain_scores_gemma":[0.999939,0.00001407492,0.000006950827,0.000005816124,0.00002638686,0.000007836325],"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":[0.002707246,0.0002881502,0.04938463,0.0005360955,0.0003030923,0.00131428,0.0006056709,0.1175987,0.6489615,0.09872017,0.00641455,0.07316603],"study_design_scores_gemma":[0.0001432568,0.0003647915,0.04771754,0.000054905,0.0001938914,0.0005273339,0.001132465,0.582059,0.2788641,0.0438443,0.04501778,0.00008064564],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9692299,0.002156747,0.008750439,0.001001122,0.0002025119,0.00001931524,0.0004023355,0.0002580352,0.01797951],"genre_scores_gemma":[0.9918767,0.0003984873,0.0007324293,0.00002804686,0.00001821794,0.000002704619,0.00009021626,0.00001574721,0.006837529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.026403,"threshold_uncertainty_score":0.05249864,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01976246836674994,"score_gpt":0.2253176717204965,"score_spread":0.2055552033537466,"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."}}