{"id":"W4362509454","doi":"10.2138/am-2023-ap108423","title":"Acceptance of the Mineralogical Society of America Award for 2022","year":2023,"lang":"en","type":"article","venue":"American Mineralogist","topic":"Geochemistry and Geologic Mapping","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Geochemistry; Geology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002446032,0.0008502679,0.001443676,0.00150635,0.00221268,0.004594675,0.00106074,0.006278512,0.2017239],"category_scores_gemma":[0.004170936,0.0003937195,0.0009211035,0.0007449992,0.0009471276,0.001336241,0.002713333,0.00382193,0.1417211],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001783082,"about_ca_system_score_gemma":0.008986656,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005057001,"about_ca_topic_score_gemma":0.03316832,"domain_scores_codex":[0.998053,0.0001089331,0.00004682581,0.0001774213,0.001136788,0.0004770548],"domain_scores_gemma":[0.9922145,0.0002445867,0.00009151653,0.0001696494,0.002744387,0.004535325],"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":[0.00009348123,0.0001444682,0.0005951321,0.00002080383,0.00001020211,0.0001433493,0.00001896792,0.00009514941,0.0006289004,0.002200796,0.9699686,0.02608021],"study_design_scores_gemma":[0.00005249348,0.0001035685,0.002714826,0.00002171548,0.000009527618,0.00009245794,0.0001051759,0.0007109548,0.0002641642,0.001480751,0.9944268,0.00001756469],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.008092484,0.003090107,0.00385213,0.2588811,0.2853192,0.0004479563,0.002860943,0.0007155796,0.4367405],"genre_scores_gemma":[0.009057236,0.0007172367,0.0006812097,0.008677053,0.01100375,0.00006612805,0.001016182,0.0001347127,0.9686465],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.2017239,"threshold_uncertainty_score":0.6748336,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02121516887831375,"score_gpt":0.2633817348469474,"score_spread":0.2421665659686337,"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."}}