{"id":"W4391848060","doi":"10.2138/gselements.20.1.54","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":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Geology; Association (psychology); Archaeology; Geochemistry; Earth 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":["insufficient_payload"],"category_scores_codex":[0.00132126,0.001045673,0.001088169,0.003559232,0.00505702,0.006842983,0.002061767,0.001940699,0.4563553],"category_scores_gemma":[0.003540886,0.0007384655,0.0005479486,0.00746325,0.001322963,0.001545815,0.001764177,0.002620418,0.2442389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01414093,"about_ca_system_score_gemma":0.0477193,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.8015658,"about_ca_topic_score_gemma":0.8974854,"domain_scores_codex":[0.9976817,0.00006921819,0.00009305944,0.0003225452,0.001609819,0.0002236209],"domain_scores_gemma":[0.9928405,0.0002621305,0.0001951882,0.0004666096,0.005613829,0.0006217188],"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":[0.00006462065,0.00002482958,0.0007744607,0.0002376342,0.000009912325,0.0001317819,0.000101383,0.0001024569,0.0006626828,0.00885307,0.8681797,0.1208575],"study_design_scores_gemma":[0.000003027878,0.000003518418,0.0006027766,0.0000457804,0.000001913712,0.00002884331,0.000044744,0.00002837215,0.00006543452,0.0002886201,0.9988828,0.000004072742],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001040854,0.01565476,0.001670223,0.009642262,0.005177071,0.0001601213,0.03512181,0.001188572,0.9303442],"genre_scores_gemma":[0.002818519,0.006438077,0.00138575,0.0009863557,0.0001333886,0.00003484564,0.007086789,0.0002661649,0.9808502],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8015658,"threshold_uncertainty_score":0.7754432,"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."}}