{"id":"W4379981082","doi":"10.1021/acsearthspacechem.2c00374","title":"Constraining the Capacity of Global Croplands to CO<sub>2</sub> Drawdown via Mineral Weathering","year":2023,"lang":"en","type":"review","venue":"ACS Earth and Space Chemistry","topic":"CO2 Sequestration and Geologic Interactions","field":"Environmental Science","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada; Ontario Agri-Food Innovation Alliance; Canada First Research Excellence Fund","keywords":"Weathering; Pedogenesis; Soil production function; Carbonate; Soil water; Soil science; Silicate; Silicate minerals; Earth science; Environmental science; Geology; Environmental chemistry; Geochemistry; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001376318,0.0002094083,0.0003789323,0.000007086694,0.0001281771,0.00004071749,0.0001565095,0.0001576413,0.0002112025],"category_scores_gemma":[0.00007551384,0.0001500351,0.0001104317,0.0001931364,0.000270125,0.00003932993,0.0001078132,0.0002458656,0.0001083012],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000419355,"about_ca_system_score_gemma":0.00004229037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001015248,"about_ca_topic_score_gemma":0.0002238217,"domain_scores_codex":[0.9990895,0.00002737614,0.0002405867,0.0002724738,0.0001508927,0.0002192044],"domain_scores_gemma":[0.9994338,0.00008450502,0.0001385803,0.0002151888,0.000009237499,0.000118762],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000410886,0.0001529632,0.007861725,0.007189756,0.0004455982,0.0001384897,0.001564171,0.0002916859,0.1152378,0.000168636,0.01128772,0.8556204],"study_design_scores_gemma":[0.0002174112,0.0000595211,0.001287287,0.001845727,0.0002008619,0.0005782542,0.0003074799,0.00004755049,0.009510764,0.000054658,0.9852381,0.0006523457],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.8001547,0.1454987,0.0001944779,0.0007064374,0.0003473976,0.0008840868,0.0004533692,0.0001801846,0.05158061],"genre_scores_gemma":[0.280425,0.7157663,0.0001956228,0.0001854591,0.0002906781,0.00008304108,0.0001320701,0.00003751148,0.002884424],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9739504,"threshold_uncertainty_score":0.6118256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02797311806353997,"score_gpt":0.2784723898143198,"score_spread":0.2504992717507799,"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."}}