{"id":"W4230341860","doi":"10.2138/gselements.16.5.346","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); 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":[0.0007832857,0.0008873351,0.0007980612,0.0035473,0.005414367,0.003612751,0.001640517,0.001045693,0.2393105],"category_scores_gemma":[0.00243634,0.000653378,0.0005745909,0.005355157,0.001076771,0.0008735791,0.001239517,0.001539228,0.07936247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01986784,"about_ca_system_score_gemma":0.09264604,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9749184,"about_ca_topic_score_gemma":0.9882881,"domain_scores_codex":[0.998458,0.000045502,0.0000578207,0.0002003574,0.0009782467,0.000259976],"domain_scores_gemma":[0.9929876,0.0002294703,0.0001967696,0.0003111865,0.005729842,0.0005451752],"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":[0.0001829653,0.00006356234,0.005459482,0.0003974469,0.00002471441,0.0002040064,0.000150996,0.0003179173,0.001254092,0.01269411,0.8237338,0.1555169],"study_design_scores_gemma":[0.00001163223,0.000008724749,0.00550814,0.00008804132,0.000008409389,0.00004087482,0.000106681,0.0001358164,0.0002542657,0.0005074954,0.9933195,0.00001037006],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006696292,0.01144611,0.001793909,0.009607779,0.003038434,0.0002619048,0.09108713,0.00128011,0.8747883],"genre_scores_gemma":[0.01030217,0.005109136,0.001596684,0.0007562916,0.00008169383,0.00004942526,0.01193938,0.000216402,0.9699488],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2393105,"threshold_uncertainty_score":0.8005733,"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."}}