{"id":"W4238474155","doi":"10.2138/gselements.15.1.48","title":"Mineralogical Association of Canada","year":2019,"lang":"en","type":"article","venue":"Elements","topic":"Mineralogy and Gemology Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geology; Association (psychology); Archaeology; Geochemistry; Geography; Philosophy; Epistemology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007838846,0.0008922546,0.0008146647,0.003626894,0.005540698,0.003612467,0.001668027,0.001042676,0.2397627],"category_scores_gemma":[0.002493903,0.0006541256,0.0005743106,0.005394539,0.0011012,0.0008607025,0.001241155,0.001510629,0.07744303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02063717,"about_ca_system_score_gemma":0.09172634,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9753097,"about_ca_topic_score_gemma":0.988478,"domain_scores_codex":[0.9984213,0.00004756036,0.00006068206,0.0002066897,0.0009941475,0.0002695408],"domain_scores_gemma":[0.9928397,0.0002383905,0.0002081072,0.0003220001,0.005832407,0.0005594099],"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":[0.0002085872,0.0000686514,0.006066377,0.0004289391,0.00002810626,0.000230286,0.000159883,0.0003413742,0.001387013,0.01330444,0.8144343,0.163342],"study_design_scores_gemma":[0.00001282843,0.000009484103,0.006152001,0.00009297211,0.000009236544,0.0000457344,0.0001128014,0.0001476536,0.0002788258,0.0005327482,0.9925944,0.00001124159],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007483086,0.01189965,0.001872513,0.0100049,0.003154042,0.0002769658,0.0965746,0.001316189,0.8674181],"genre_scores_gemma":[0.01147697,0.005204574,0.001655711,0.0007692691,0.00008740913,0.00005215647,0.01234247,0.0002231223,0.9681884],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2397627,"threshold_uncertainty_score":0.8020861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005080520815433214,"score_gpt":0.1776745507608894,"score_spread":0.1725940299454561,"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."}}