{"id":"W4386486957","doi":"10.2138/gselements.19.3.182","title":"Mineralogical Association of Canada","year":2023,"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; 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":[0.0007789321,0.0008888532,0.000808297,0.003542337,0.005441159,0.003633027,0.001644356,0.001051297,0.2375484],"category_scores_gemma":[0.002447675,0.0006566563,0.0005781713,0.00536885,0.001077545,0.0008624935,0.001231399,0.001543449,0.07865911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02004111,"about_ca_system_score_gemma":0.09311647,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9753433,"about_ca_topic_score_gemma":0.9884863,"domain_scores_codex":[0.9984414,0.00004579138,0.00005850945,0.0002020778,0.0009865846,0.0002655886],"domain_scores_gemma":[0.9928755,0.0002329843,0.000201806,0.0003175574,0.005814567,0.0005576753],"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":[0.0001888406,0.000065033,0.005645972,0.0003994266,0.00002548267,0.0002093889,0.000150474,0.0003243928,0.001258517,0.01247281,0.8241353,0.1551242],"study_design_scores_gemma":[0.00001231512,0.000009129642,0.005901774,0.00009026012,0.000008714209,0.00004239837,0.0001090604,0.0001423014,0.0002637449,0.0005129254,0.9928966,0.0000108038],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007017971,0.01157198,0.001811991,0.009827083,0.003097568,0.0002680457,0.09412546,0.001310408,0.8709694],"genre_scores_gemma":[0.0105886,0.005093779,0.001590468,0.0007615226,0.0000833296,0.00005007973,0.01210527,0.0002188828,0.9695081],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2375484,"threshold_uncertainty_score":0.7946785,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01186133042632828,"score_gpt":0.2057624829768197,"score_spread":0.1939011525504914,"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."}}