{"id":"W2146671662","doi":"10.2113/gsecongeo.101.4.904","title":"Rare-Element Geochemistry and Mineral Deposits. Geological Association of Canada Short Course Notes 17.: R. L. LINNEN AND I. M. SAMSON, Editors. Pp. 341. Geological Association of Canada, Ottawa, Ontario, Canada. 2005. ISBN 1-897095-08-2. Price US$43.00.","year":2006,"lang":"en","type":"article","venue":"Economic Geology","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology; Geochemistry; Archaeology; Geological survey; Mineral; Association (psychology); Library science; Geography; Paleontology; Chemistry; Psychology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006002103,0.0003306397,0.0008387855,0.00003194847,0.0001637934,0.00001933052,0.0002608591,0.0004048525,0.007176641],"category_scores_gemma":[0.0003118822,0.0002878004,0.00007569692,0.00008402001,0.0001437502,0.00007551795,0.00008265099,0.0003635439,0.000002192623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000630042,"about_ca_system_score_gemma":0.002617273,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9998137,"about_ca_topic_score_gemma":0.9999958,"domain_scores_codex":[0.9970252,0.0001343993,0.0009403162,0.00060724,0.0003817595,0.0009110898],"domain_scores_gemma":[0.997793,0.0009129121,0.0006358034,0.0001888077,0.000163819,0.0003056236],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002936063,0.00002989926,0.8164958,0.00001509182,0.0001250509,0.00001982421,0.000009883292,0.004881303,0.00007884327,0.00001301834,0.178237,0.00006493901],"study_design_scores_gemma":[0.0004148392,0.00008072451,0.9639279,0.000005051081,0.0001054295,0.00001733046,0.00003150598,0.002620143,0.0005929082,0.0003962349,0.03149485,0.0003130977],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865202,0.0007773638,0.00000326585,0.008129872,0.0005356949,0.0001604486,0.0003510971,0.00001091054,0.003511134],"genre_scores_gemma":[0.9943179,0.00004894093,0.0001731174,0.0005288759,0.0005231262,0.000005289389,0.0006956616,0.000003636642,0.003703403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1474321,"threshold_uncertainty_score":0.9999574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003146200547404187,"score_gpt":0.1560930226336618,"score_spread":0.1529468220862576,"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."}}