{"id":"W4409057970","doi":"10.2138/gselements.21.2.134","title":"Mineralogical Association of Canada","year":2025,"lang":"en","type":"article","venue":"Elements","topic":"Mineralogy and Gemology Studies","field":"Earth and Planetary Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Association (psychology); Geology; 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":[0.0007847509,0.0008790956,0.0008053538,0.003535016,0.005436449,0.003631781,0.001638114,0.001046634,0.2365123],"category_scores_gemma":[0.002462604,0.0006526188,0.0005762634,0.00533039,0.001081278,0.0008640483,0.001225796,0.001541982,0.07710227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02018162,"about_ca_system_score_gemma":0.09347054,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9757056,"about_ca_topic_score_gemma":0.9886442,"domain_scores_codex":[0.9984453,0.00004598266,0.00005851827,0.0002012338,0.0009839992,0.0002649223],"domain_scores_gemma":[0.9928548,0.0002333984,0.0002022566,0.0003163441,0.005833761,0.0005595317],"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":[0.0001901726,0.00006483318,0.005727455,0.0004022396,0.00002577356,0.0002082792,0.0001527209,0.0003248195,0.001264497,0.0126671,0.8242682,0.1547038],"study_design_scores_gemma":[0.0000123044,0.000009051565,0.005968951,0.0000905094,0.00000875763,0.00004208773,0.0001105727,0.0001428043,0.0002640375,0.0005145675,0.9928255,0.00001083126],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007111674,0.01159467,0.001820128,0.009977638,0.003120963,0.0002675185,0.09459489,0.001309619,0.8702029],"genre_scores_gemma":[0.01090839,0.005131487,0.001616428,0.0007689518,0.00008423329,0.00005014769,0.01216568,0.0002212147,0.9690535],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2365123,"threshold_uncertainty_score":0.7912124,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005122622536971857,"score_gpt":0.2001616713029273,"score_spread":0.1950390487659555,"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."}}