{"id":"W4394722523","doi":"10.2138/gselements.20.2.128","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":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Geology; Archaeology; Geography","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":[0.0007805423,0.0008859302,0.0008082215,0.003544989,0.005472227,0.003633932,0.001643341,0.001053268,0.2379593],"category_scores_gemma":[0.002453149,0.0006561911,0.0005770491,0.005311661,0.001086137,0.0008624311,0.001228433,0.001546902,0.07783447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.020239,"about_ca_system_score_gemma":0.09313615,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9755074,"about_ca_topic_score_gemma":0.9885793,"domain_scores_codex":[0.9984444,0.00004614921,0.00005843813,0.000202629,0.0009825763,0.0002658628],"domain_scores_gemma":[0.9929248,0.0002332008,0.0002010225,0.0003151971,0.005768532,0.0005572244],"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":[0.0001914458,0.00006509764,0.005695566,0.0004024602,0.00002581301,0.0002111885,0.0001519136,0.0003251929,0.001268823,0.01262762,0.8237768,0.155258],"study_design_scores_gemma":[0.00001242497,0.000009135216,0.005934851,0.00009041389,0.00000880523,0.00004250067,0.0001098914,0.0001426687,0.0002652596,0.0005164794,0.9928567,0.00001087364],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007084303,0.01161434,0.001796777,0.009974902,0.003102029,0.0002663947,0.09414488,0.001303239,0.8707131],"genre_scores_gemma":[0.01083893,0.005116481,0.001598905,0.0007706807,0.00008403036,0.00005006153,0.01207305,0.0002196771,0.9692484],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2379593,"threshold_uncertainty_score":0.796053,"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."}}