{"id":"W4388206562","doi":"10.1029/2023gc011018","title":"Does Zircon Shape Retain Petrogenetic Information?","year":2023,"lang":"en","type":"article","venue":"Geochemistry Geophysics Geosystems","topic":"Geological and Geochemical Analysis","field":"Earth and Planetary Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Minerals Research Institute of Western Australia; Buddhist Tzu Chi Medical Foundation; Curtin University of Technology; Australian Government","keywords":"Zircon; Felsic; Mafic; Geology; Geochemistry; Igneous rock; Geochronology; Petrology; Mineralogy","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002688924,0.0002679205,0.000340609,0.00007093303,0.0002235545,0.0001343294,0.00043432,0.0001442431,0.008211276],"category_scores_gemma":[0.0001021101,0.0001646704,0.0002194763,0.0009740923,0.00009461972,0.0002682704,0.0000576235,0.0002142479,0.007508188],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000006342987,"about_ca_system_score_gemma":0.00004001323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001586263,"about_ca_topic_score_gemma":0.0001648974,"domain_scores_codex":[0.9979904,0.00004474615,0.0004585547,0.0003703509,0.0004969576,0.000639047],"domain_scores_gemma":[0.9988689,0.0001490992,0.0001727963,0.0004233203,0.0001377168,0.0002481588],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009456379,0.0000938505,0.8755384,0.001175691,0.0004286093,0.0001172792,0.0005109927,0.009101892,0.03285533,0.0002632085,0.01075907,0.06906113],"study_design_scores_gemma":[0.001411911,0.0002147402,0.4411544,0.0001633962,0.0002637328,0.00005212045,0.00282896,0.3257182,0.06521285,0.09711021,0.06333504,0.002534443],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815602,0.00009150166,0.00002222066,0.0005707648,0.0002642333,0.0001399766,0.0003240855,0.0003185888,0.01670845],"genre_scores_gemma":[0.995908,0.00003718531,0.00005905937,0.0001667697,0.0003654741,0.00000984485,0.002190857,0.000003501934,0.001259342],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.434384,"threshold_uncertainty_score":0.9932646,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006417813579230268,"score_gpt":0.1788479745066451,"score_spread":0.1724301609274148,"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."}}