{"id":"W4233227191","doi":"10.3749/canmin.int006","title":"Preface","year":2017,"lang":"en","type":"article","venue":"The Canadian Mineralogist","topic":"","field":"","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":[0.001924285,0.000828848,0.0006542805,0.004765718,0.004595717,0.003191838,0.001436516,0.001178836,0.3564366],"category_scores_gemma":[0.01809335,0.0003086013,0.0006386042,0.00311306,0.0007338235,0.001729031,0.001824399,0.002828102,0.1927381],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006484134,"about_ca_system_score_gemma":0.008372021,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1175859,"about_ca_topic_score_gemma":0.156676,"domain_scores_codex":[0.9987619,0.0001312777,0.00006899712,0.0001715465,0.0007456174,0.0001206742],"domain_scores_gemma":[0.9892319,0.001177451,0.0002338214,0.000591595,0.007879836,0.0008855039],"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":[0.000008487327,0.000005201635,0.00004708597,0.00003058629,6.636261e-7,0.00001254501,0.00002353478,0.00001505018,0.00001879125,0.001499489,0.9885616,0.009776782],"study_design_scores_gemma":[0.000002112816,0.000002366431,0.0002073565,0.00006195982,0.000001051007,0.00001507631,0.00004833459,0.00001054465,0.00002840317,0.0008258029,0.998794,0.00000301624],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.0009757027,0.01298069,0.003321107,0.05028478,0.2740066,0.0006663446,0.02271283,0.001142453,0.6339095],"genre_scores_gemma":[0.003851943,0.004972098,0.001654479,0.008645631,0.02099642,0.0002483,0.009168305,0.0005942781,0.9498685],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.3564366,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0645784239694251,"score_gpt":0.302385180828931,"score_spread":0.2378067568595059,"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."}}