{"id":"W4399284586","doi":"10.2138/gselements.20.3.202","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":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Association (psychology); Geology; Archaeology; Political science; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008904503,0.0011976,0.001090997,0.002701357,0.004084633,0.006483562,0.001931538,0.002173708,0.6216109],"category_scores_gemma":[0.002523303,0.0006583968,0.0005877566,0.005799273,0.001162389,0.001779382,0.002011509,0.002032804,0.3851713],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01011125,"about_ca_system_score_gemma":0.02348915,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.5803401,"about_ca_topic_score_gemma":0.6966438,"domain_scores_codex":[0.9986086,0.00005172616,0.0000646034,0.000269359,0.0008366463,0.0001689957],"domain_scores_gemma":[0.9970565,0.0001266385,0.00009168107,0.0003070508,0.002129369,0.000288883],"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":[0.0000370055,0.00002099697,0.000554769,0.0002280705,0.000009697865,0.0001193646,0.00006587816,0.0000876671,0.0005291871,0.008084816,0.8549874,0.1352752],"study_design_scores_gemma":[0.000002507039,0.00000244061,0.0003055786,0.00004057862,0.000001444011,0.00002385947,0.00002493283,0.00002767651,0.00004370493,0.000294498,0.9992299,0.000002944744],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005441826,0.008321004,0.001108802,0.005151697,0.003293999,0.0001190358,0.02460833,0.001071862,0.9557811],"genre_scores_gemma":[0.002511958,0.005000026,0.00117743,0.0008810508,0.0001248445,0.00004096988,0.008232372,0.000253723,0.9817775],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6216109,"threshold_uncertainty_score":0.8442626,"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."}}