{"id":"W4231301719","doi":"10.1021/cen-09837-buscon18","title":"Business Roundup","year":2020,"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":"Business; Business administration","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":[],"consensus_categories":[],"category_scores_codex":[0.0000255313,0.0001738167,0.0001818294,0.00002169356,0.00000850676,0.00004635634,0.0003462647,0.0001209291,0.00004849119],"category_scores_gemma":[0.0001355021,0.0001768839,0.0000636801,0.0004593577,0.00003844839,0.0001165784,0.0001323282,0.0001392052,0.0002643637],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001634973,"about_ca_system_score_gemma":0.00001220279,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001299672,"about_ca_topic_score_gemma":0.000006441857,"domain_scores_codex":[0.9992785,0.000007810081,0.0001540089,0.000186862,0.000132703,0.0002400718],"domain_scores_gemma":[0.9995924,0.00001335066,0.00001588113,0.0002457368,0.00003255562,0.0001000672],"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":[0.0003142135,0.0001998756,0.04854514,0.001312613,0.0008289536,0.001627077,0.002419166,0.099199,0.04921508,0.02340101,0.6098958,0.1630421],"study_design_scores_gemma":[0.004421669,0.0002334969,0.09833818,0.0003749609,0.0002641474,0.0002837825,0.001566828,0.09097801,0.0167528,0.006115812,0.777078,0.003592292],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8941056,0.003823868,0.03374695,0.004236382,0.00153791,0.0003700082,0.0001045552,0.009966621,0.05210806],"genre_scores_gemma":[0.9986272,0.00008143713,0.0006802329,0.0004267612,0.0001277879,0.00001118942,0.000006128637,0.00002241877,0.00001686948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1671823,"threshold_uncertainty_score":0.7213116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006536097056161927,"score_gpt":0.1915938470047073,"score_spread":0.1850577499485453,"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."}}