{"id":"W4251117479","doi":"10.2138/gselements.16.2.138","title":"Mineralogical Association of Canada","year":2020,"lang":"en","type":"article","venue":"Elements","topic":"Mineralogy and Gemology Studies","field":"Earth and Planetary Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Association (psychology); Geography; Geology; Archaeology; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00007031928,0.00003253517,0.00007223695,0.000004389125,0.00003805546,0.000001255086,0.00004874455,0.00001913024,0.002245422],"category_scores_gemma":[0.00009400761,0.00002553312,0.00001039547,0.00004624583,0.000008613123,0.00001797171,0.000004373499,0.00003570287,0.00002108776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002767871,"about_ca_system_score_gemma":0.00003362273,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07508395,"about_ca_topic_score_gemma":0.6184192,"domain_scores_codex":[0.9995998,0.00002601887,0.00009877152,0.00006439615,0.0001058846,0.000105191],"domain_scores_gemma":[0.999838,0.00004014924,0.00004916588,0.0000218995,0.00001530415,0.00003548207],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000006269443,0.000001699995,0.9023271,0.000002194192,0.000020604,0.00000402515,0.00004079261,0.00005519681,0.00002013539,0.0000122151,0.09700365,0.0005061733],"study_design_scores_gemma":[0.000141547,0.00004991078,0.9742454,6.089389e-7,0.00000505854,2.493669e-7,0.00002896985,0.000281683,0.00004042562,0.00007099572,0.02510183,0.00003328492],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9721085,0.0001008149,0.000005551248,0.006216596,0.0001393805,0.00003679545,0.00005399377,0.000005419915,0.02133291],"genre_scores_gemma":[0.9972,0.000003946263,0.000123167,0.001791437,0.00004606182,1.599111e-7,0.00002927214,3.172347e-7,0.0008056446],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5433352,"threshold_uncertainty_score":0.9986666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0137061513005006,"score_gpt":0.186566515351871,"score_spread":0.1728603640513704,"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."}}