{"id":"W4361771264","doi":"10.2138/gselements.18.6.406","title":"Mineralogical Association of Canada","year":2022,"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); Archaeology; Geology; Geography; Library science; Computer science; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007505396,0.0009464217,0.0007535804,0.00340701,0.00411077,0.005049171,0.001657474,0.001443571,0.3880641],"category_scores_gemma":[0.002123791,0.0005365995,0.0003974154,0.006664224,0.00106538,0.001424895,0.001554958,0.001770822,0.1751727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01173422,"about_ca_system_score_gemma":0.03314504,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7572319,"about_ca_topic_score_gemma":0.8603906,"domain_scores_codex":[0.9986407,0.00004221515,0.00006738297,0.000202887,0.0009030914,0.0001436728],"domain_scores_gemma":[0.9958953,0.0001292112,0.0001262041,0.0002449842,0.003266989,0.0003374285],"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":[0.00005301028,0.00002281018,0.001453061,0.0002665007,0.00001188595,0.0001724038,0.00009115801,0.000128005,0.001040516,0.009487635,0.829179,0.1580942],"study_design_scores_gemma":[0.000002077345,0.000002571055,0.0007613567,0.00003491285,0.000001705606,0.00003278501,0.00003692233,0.00003680098,0.00007862,0.0003107469,0.9986978,0.000003788314],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001713151,0.01594023,0.001695018,0.01197738,0.006725848,0.0001376854,0.0429998,0.001089363,0.9177216],"genre_scores_gemma":[0.005579241,0.009502277,0.001910587,0.001220652,0.0002618995,0.00003602206,0.01137154,0.0003080608,0.9698098],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3880641,"threshold_uncertainty_score":0.8728523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007592573567096421,"score_gpt":0.1823442569076341,"score_spread":0.1747516833405377,"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."}}