{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008418586,0.0005811002,0.0003729648,0.001097289,0.0003450291,0.0006809754,0.0005876976,0.0006334405,0.0009675237],"category_scores_gemma":[0.001297199,0.0006534212,0.0008250335,0.001194648,0.0002702013,0.0006588927,0.0004793941,0.0003037784,0.0002263372],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001048781,"about_ca_system_score_gemma":0.0009259502,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03334978,"about_ca_topic_score_gemma":0.03725577,"domain_scores_codex":[0.9998148,0.00002640329,0.00001629794,0.00007722167,0.00004318449,0.00002211849],"domain_scores_gemma":[0.9996766,0.00008516553,0.00005060285,0.00005568347,0.0001046791,0.00002733542],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007035154,0.0002206253,0.443273,0.0001507984,0.0008322794,0.0001427659,0.0001637906,0.4693363,0.0530025,0.001426355,0.001053281,0.02969462],"study_design_scores_gemma":[0.000129055,0.00005661631,0.203979,0.00001726563,0.0002532561,0.00004527422,0.00006547039,0.7732728,0.01994556,0.0007846549,0.001392476,0.00005863346],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883457,0.0000826312,0.007329559,0.00006120389,0.00002678771,0.00001573983,0.00247188,0.0003411996,0.001325378],"genre_scores_gemma":[0.9919683,0.00007206247,0.005336805,0.00002044962,0.000007650674,0.00001072076,0.002269455,0.00009201526,0.0002224118],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03334978,"threshold_uncertainty_score":0.06631136,"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."}}