{"id":"W4312684945","doi":"10.46427/gold2022.11376","title":"Designing experiments and models to predict carbon dioxide mineralization in basalts at the field scale","year":2022,"lang":"en","type":"article","venue":"Goldschmidt2022 abstracts","topic":"CO2 Sequestration and Geologic Interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Simon Fraser University; University of Calgary","funders":"","keywords":"Basalt; Carbon dioxide; Mineralization (soil science); Scale (ratio); Environmental science; Earth science; Geology; Soil science; Geochemistry; Chemistry; Physics","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":[0.002256991,0.0006417069,0.0006121519,0.0002652533,0.0005551277,0.0008934946,0.001047599,0.001284123,0.001140276],"category_scores_gemma":[0.003720899,0.0005996819,0.0008189205,0.0003045343,0.000554161,0.001244421,0.0003416336,0.000862949,0.0001850191],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001862912,"about_ca_system_score_gemma":0.001787578,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01842792,"about_ca_topic_score_gemma":0.01631982,"domain_scores_codex":[0.9996026,0.0001394925,0.00002467398,0.0001375378,0.00004590785,0.00004977423],"domain_scores_gemma":[0.9971257,0.002258607,0.0001654476,0.0001606202,0.0002052206,0.00008442229],"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":[0.0003901975,0.000508613,0.01098249,0.000113373,0.0000847649,0.00004260048,0.00003441512,0.9588969,0.01502929,0.001420121,0.0002634728,0.01223359],"study_design_scores_gemma":[0.0001160215,0.0003731021,0.003219605,0.000006725372,0.00004733693,0.000007416445,0.00004232469,0.9801804,0.01358856,0.002064591,0.0003360011,0.00001790982],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8351908,0.0001644303,0.1597646,0.0002438015,0.00004815965,0.0008041696,0.0009493298,0.0005524444,0.002282213],"genre_scores_gemma":[0.9160869,0.0001748893,0.08098987,0.00005208357,0.00001049079,0.001006865,0.0007825425,0.00003306008,0.0008633964],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01842792,"threshold_uncertainty_score":0.0366413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01965736757434939,"score_gpt":0.2536353331898535,"score_spread":0.2339779656155042,"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."}}