{"id":"W4386239293","doi":"10.3390/min13091129","title":"Mineral Carbonation Potential (MCP) of Mine Waste Material: Derivation of an MCP Parameter","year":2023,"lang":"en","type":"article","venue":"Minerals","topic":"CO2 Sequestration and Geologic Interactions","field":"Environmental Science","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of the Fraser Valley; University of British Columbia","funders":"Fundamental Research Funds for the Central Universities; Hebei Provincial Key Research Projects; National Natural Science Foundation of China","keywords":"Carbonation; Ultramafic rock; Mineral; Calculator; Environmental science; Geology; Mining engineering; Mineralogy; Geochemistry; Computer science; Engineering; Metallurgy; Materials 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":[0.000831283,0.0004064998,0.0002919376,0.002178084,0.0002790664,0.0009000834,0.0005828828,0.0004357132,0.00134781],"category_scores_gemma":[0.003976103,0.0002417386,0.0003231569,0.002249004,0.0003924832,0.000793241,0.0005044518,0.0003715673,0.0002985237],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001056616,"about_ca_system_score_gemma":0.0008776179,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01386052,"about_ca_topic_score_gemma":0.01903713,"domain_scores_codex":[0.9995474,0.00004565137,0.00003999213,0.00007284695,0.0002664277,0.00002756296],"domain_scores_gemma":[0.9985996,0.0007018955,0.000178485,0.0001128879,0.0003781628,0.00002894903],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0004625616,0.0001538203,0.2598583,0.0007937508,0.0001817626,0.0007860915,0.0004466314,0.3442863,0.1379993,0.01796424,0.00236629,0.2347009],"study_design_scores_gemma":[0.00002525754,0.0001901106,0.1042329,0.0001200791,0.00008110025,0.0006739977,0.0003300659,0.648154,0.2297051,0.006363732,0.01001803,0.0001055772],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7118747,0.0008090683,0.2596474,0.0001909775,0.00002982151,0.0002738792,0.004990966,0.001457408,0.02072574],"genre_scores_gemma":[0.9554358,0.000208352,0.04241509,0.00001801374,0.000003355156,0.0001075695,0.000738986,0.00007401209,0.0009988955],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01386052,"threshold_uncertainty_score":0.0275597,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0173111819133431,"score_gpt":0.2621650868154781,"score_spread":0.244853904902135,"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."}}