{"id":"W2773208817","doi":"10.3749/canmin.int005","title":"Preface","year":2016,"lang":"en","type":"article","venue":"The Canadian Mineralogist","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001612976,0.0006970118,0.0005183474,0.003100936,0.003847837,0.002815796,0.001151012,0.0008361337,0.4650519],"category_scores_gemma":[0.01313292,0.0002347091,0.0004075061,0.002084058,0.0005497419,0.001606029,0.001697445,0.00214837,0.2804439],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004179377,"about_ca_system_score_gemma":0.005159016,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04895559,"about_ca_topic_score_gemma":0.06813145,"domain_scores_codex":[0.9991327,0.0001066702,0.00004215008,0.0001271614,0.000503874,0.00008746778],"domain_scores_gemma":[0.9915186,0.0007811647,0.0001701658,0.0005285811,0.006047883,0.0009535784],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009827734,0.000006222332,0.00006240341,0.00002578546,6.080647e-7,0.00001254471,0.00003040006,0.00001694799,0.00003097769,0.001785378,0.9845284,0.01349051],"study_design_scores_gemma":[0.000002127913,0.00000320895,0.0002529486,0.00004628241,8.365881e-7,0.00001311346,0.00005659127,0.00001187697,0.00003452069,0.0009782129,0.9985979,0.000002367334],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.001266616,0.006166592,0.003738916,0.03612459,0.1705293,0.0007086628,0.02444,0.001309574,0.7557157],"genre_scores_gemma":[0.003978339,0.00204606,0.001317794,0.005178576,0.01049923,0.0002231093,0.008637931,0.0005614078,0.9675575],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.4650519,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01580205047157396,"score_gpt":0.1774802109086873,"score_spread":0.1616781604371134,"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."}}