{"id":"W4389353780","doi":"10.1130/abs/2023am-392007","title":"QUANTIFYING ISOTOPIC FLUX FROM CHEMICAL WEATHERING OF SUBDUCTION AND COLLISION MAGMATISM BY INTEGRATING GLOBAL ZIRCON ISOTOPIC DATABASE, PLATE RECONSTRUCTION MODEL, AND PALEO-CLIMATE SIMULATIONS","year":2023,"lang":"en","type":"article","venue":"Abstracts with programs - Geological Society of America","topic":"Plant Ecology and Soil Science","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Zircon; Magmatism; Geology; Subduction; Weathering; Earth science; Collision; Flux (metallurgy); Geochemistry; Seismology; Tectonics; Materials science; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.000205114,0.0001379514,0.0002387477,0.000008578335,0.0001970527,0.00002139477,0.0001044838,0.0001483462,0.0000583796],"category_scores_gemma":[0.00004220204,0.0001062114,0.00003638956,0.0002941343,0.001021819,0.0003013191,0.0001554581,0.0001789975,0.000004458964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003031292,"about_ca_system_score_gemma":0.000008102365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000924052,"about_ca_topic_score_gemma":0.0001300646,"domain_scores_codex":[0.9988095,0.00003271138,0.000304837,0.0003815131,0.0001911743,0.0002802429],"domain_scores_gemma":[0.9993962,0.0001456441,0.0002513268,0.0001126718,0.00001415382,0.00008001149],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005846314,0.0001499603,0.6996112,0.00006275707,0.00004253711,0.000003575992,0.0009908981,0.01849225,0.1599874,0.00004048317,0.0001128709,0.1204476],"study_design_scores_gemma":[0.0007061331,0.0003911548,0.4836541,0.0001785092,0.00005591892,0.00003623,0.001934066,0.504442,0.006342346,0.001768482,0.0001261041,0.0003648695],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973654,0.00004234061,0.001806752,0.000247509,0.0000276129,0.0002324132,0.00006815953,0.00006091072,0.0001488767],"genre_scores_gemma":[0.9500924,0.0002930773,0.04942314,0.00003943661,0.000007560999,0.00001135947,0.0001213528,0.00000368134,0.000007931218],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4859498,"threshold_uncertainty_score":0.4331173,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02285800234034782,"score_gpt":0.2533660700698713,"score_spread":0.2305080677295235,"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."}}