{"id":"W4395467381","doi":"10.1130/g52169.1","title":"Niobium ore genesis in a capsule","year":2024,"lang":"en","type":"article","venue":"Geology","topic":"Pediatric Urology and Nephrology Studies","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Geology; Capsule; Niobium; Geochemistry; Mineralogy; Mining engineering; Paleontology; Metallurgy; Materials science","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001396429,0.00008681358,0.0002213734,0.0001996448,0.00002839689,0.000001394587,0.0000439715,0.0002112685,0.0004061655],"category_scores_gemma":[0.00006489365,0.00007114951,0.00004475586,0.0002124742,0.0001875163,0.00001864034,0.00005622285,0.0002357371,0.0004972008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001864265,"about_ca_system_score_gemma":0.00008462566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007874196,"about_ca_topic_score_gemma":0.0001609608,"domain_scores_codex":[0.9992715,0.00004198166,0.0001339418,0.0002390518,0.00003839617,0.0002751378],"domain_scores_gemma":[0.9997284,0.00008108363,0.00001055192,0.0001271049,0.00001682155,0.00003606757],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003067572,0.0001688913,0.8551081,0.0001040166,0.0006085569,0.005775056,0.001199121,0.000006866231,0.002396246,0.005823262,0.1228003,0.005702785],"study_design_scores_gemma":[0.001199591,0.0005482893,0.8537932,0.00000721202,0.0002850895,0.001308254,0.0001130928,0.000334718,0.0002242171,0.004190703,0.1378362,0.0001594072],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9556776,0.01986609,0.00002390094,0.01393179,0.0005632245,0.0000999547,0.000001860361,0.0001042011,0.009731377],"genre_scores_gemma":[0.9931262,0.0007123728,0.000128504,0.003137085,0.0003252002,0.00003702438,0.000007964538,0.000008366679,0.002517329],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03744855,"threshold_uncertainty_score":0.6390676,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01157041194678384,"score_gpt":0.268367719529348,"score_spread":0.2567973075825642,"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."}}