{"id":"W4243571243","doi":"10.2138/gselements.15.5.340","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":true,"ca_institutions":"","funders":"","keywords":"Association (psychology); Geology; Archaeology; 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":[0.001047098,0.0009604192,0.000753482,0.003166992,0.004836391,0.003379679,0.001768363,0.001323168,0.271966],"category_scores_gemma":[0.002444857,0.0005675033,0.000451262,0.004098413,0.001209019,0.000820426,0.00196591,0.002570206,0.1042789],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01731475,"about_ca_system_score_gemma":0.06971986,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8496621,"about_ca_topic_score_gemma":0.9434168,"domain_scores_codex":[0.9984262,0.00005293808,0.00006074373,0.0002651786,0.0009797695,0.0002151852],"domain_scores_gemma":[0.9934429,0.0001630403,0.0001506409,0.0002837838,0.005101632,0.0008580317],"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":[0.0001043498,0.00005842128,0.003052947,0.0002707578,0.00002243898,0.0002745489,0.0001286125,0.0001019968,0.001087379,0.01089696,0.864678,0.1193235],"study_design_scores_gemma":[0.000007280064,0.000007508466,0.002152894,0.00005476444,0.000005027613,0.00005749728,0.0000593165,0.00003316013,0.000120163,0.0003199484,0.9971765,0.000005946991],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004126133,0.02671939,0.001534411,0.03052738,0.005749734,0.0002613633,0.0673852,0.001180201,0.8625162],"genre_scores_gemma":[0.007046454,0.009479852,0.002137011,0.002355174,0.0001615255,0.00005622972,0.0150861,0.0001867672,0.9634908],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.271966,"threshold_uncertainty_score":0.9098169,"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."}}