{"id":"W2020564554","doi":"10.5339/qfarf.2012.eeps6","title":"Carbon mineralization at low temperature: prospects and challenges","year":2012,"lang":"en","type":"article","venue":"Qatar Foundation Annual Research Forum Volume 2012 Issue 1","topic":"CO2 Sequestration and Geologic Interactions","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental science; Fossil fuel; Greenhouse gas; Global warming; Raw material; Atmospheric carbon cycle; Atmosphere (unit); Carbon fibers; Climate change; Carbon dioxide; Carbon cycle; Climate change mitigation; Carbon capture and storage (timeline); Environmental protection; Waste management; Carbon sequestration; Meteorology; Engineering; Chemistry; Geology; Materials science; Geography; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009269061,0.0001495776,0.0001204153,0.0001115727,0.0004880674,0.00009084495,0.0001474574,0.0001304376,0.01044719],"category_scores_gemma":[0.0003089736,0.0001379162,0.00002793108,0.0002849022,0.0003075853,0.001438934,0.0003068651,0.0002651942,0.003696378],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003472755,"about_ca_system_score_gemma":0.00001988244,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008157119,"about_ca_topic_score_gemma":0.002683035,"domain_scores_codex":[0.9979444,0.000231171,0.0002084938,0.0003372868,0.0006332811,0.0006453834],"domain_scores_gemma":[0.9992113,0.00006911213,0.00006273804,0.0002789274,0.0001095452,0.000268441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003924653,0.001484601,0.3169411,0.000222416,0.00008588748,0.00001800369,0.02329687,0.00025583,0.06172547,0.02616902,0.4933667,0.07604166],"study_design_scores_gemma":[0.0002146117,0.0001462157,0.09187795,0.00001327227,0.000004700209,0.00001744791,0.001319078,0.0006513827,0.0008511195,0.0002537774,0.9044663,0.0001840885],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.920908,0.002291766,0.00003929628,0.02523557,0.0008533482,0.001053171,0.00002782469,0.0001484478,0.04944253],"genre_scores_gemma":[0.9312817,0.00104633,0.0001951005,0.0001776328,0.0002912606,0.00007413171,0.0001452503,0.000018172,0.06677046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4110996,"threshold_uncertainty_score":0.9970794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04101282291417915,"score_gpt":0.3296721452656605,"score_spread":0.2886593223514814,"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."}}