{"id":"W4401396050","doi":"10.2138/gselements.20.4.268","title":"Mineralogical Association of Canada","year":2024,"lang":"en","type":"article","venue":"Elements","topic":"Mineralogy and Gemology Studies","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Association (psychology); Geology; Archaeology; Geography; Geochemistry; 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":[0.0008954463,0.000767597,0.0006850567,0.002812559,0.005925792,0.005676625,0.00161789,0.001926164,0.3365929],"category_scores_gemma":[0.00311968,0.0005389405,0.000377429,0.00519738,0.0009973404,0.001361229,0.001572984,0.002115365,0.1562969],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01649372,"about_ca_system_score_gemma":0.05682377,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8195074,"about_ca_topic_score_gemma":0.9069293,"domain_scores_codex":[0.997937,0.00005113765,0.00007557986,0.0002594278,0.001414671,0.0002622072],"domain_scores_gemma":[0.9939533,0.0001548228,0.0001364996,0.0003149229,0.004841109,0.0005993195],"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":[0.00002682966,0.00001386557,0.0007339663,0.00008223627,0.000004238927,0.00007441866,0.00005188976,0.00003901117,0.0002615827,0.005455214,0.9467415,0.04651526],"study_design_scores_gemma":[0.000001966473,0.000001807007,0.0006074444,0.00001736321,9.083108e-7,0.00001612858,0.00002596489,0.00001693229,0.00003067232,0.0001454244,0.9991327,0.000002728457],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001152856,0.006703891,0.000688704,0.01295718,0.005975453,0.0001265184,0.02941785,0.0009854933,0.9419922],"genre_scores_gemma":[0.004013014,0.003504672,0.0008016187,0.001763828,0.0002522633,0.00003451591,0.008616537,0.0002208767,0.9807927],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9835063,"threshold_uncertainty_score":0.9462697,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007582532111814137,"score_gpt":0.2015479372393829,"score_spread":0.1939654051275687,"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."}}