{"id":"W3158123881","doi":"10.1021/cen-09915-buscon11","title":"Cement teams win Carbon XPRIZE","year":2021,"lang":"en","type":"article","venue":"C&EN Global Enterprise","topic":"Carbon Dioxide Capture Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Waste management; Coal; Cement; Power station; Engineering; Trap (plumbing); Carbon dioxide; Natural gas; Carbon fibers; Environmental science; Civil engineering; Archaeology; Environmental engineering; Geography; Materials science; Chemistry","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002894089,0.001397693,0.000449712,0.001805962,0.004853498,0.008750979,0.0009373178,0.003875844,0.2484907],"category_scores_gemma":[0.004149111,0.0004528051,0.0006635591,0.0006875893,0.001081535,0.002011747,0.003994154,0.004102375,0.1190924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003682894,"about_ca_system_score_gemma":0.009731605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01029914,"about_ca_topic_score_gemma":0.0386859,"domain_scores_codex":[0.9947812,0.0001879474,0.0000711243,0.0005346095,0.003431749,0.0009933367],"domain_scores_gemma":[0.9936895,0.0001960741,0.0001342441,0.0003042227,0.002164384,0.003511549],"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":[0.00009180114,0.0001198715,0.0005684798,0.00002768338,0.000007298224,0.00008410525,0.00003643718,0.00007944674,0.0006523535,0.008549679,0.946682,0.04310086],"study_design_scores_gemma":[0.00001919906,0.00004738689,0.0007234875,0.00001745887,0.000002579999,0.00004211531,0.00007480464,0.0001133227,0.0003371073,0.0006032974,0.9980116,0.000007593856],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008295813,0.00185778,0.003526503,0.05833344,0.01972525,0.0004267316,0.001873028,0.002648519,0.9033129],"genre_scores_gemma":[0.01577458,0.000533892,0.001665641,0.00892473,0.0007790485,0.0001001592,0.001575929,0.0004323773,0.9702137],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2484907,"threshold_uncertainty_score":0.8312843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.002961702893020545,"score_gpt":0.1958840283609902,"score_spread":0.1929223254679697,"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."}}