{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002456769,0.001242919,0.0007145985,0.001281482,0.002270272,0.00862711,0.002030732,0.005538736,0.7201555],"category_scores_gemma":[0.00966634,0.0004984871,0.0007792684,0.001007126,0.0008442485,0.003508288,0.003405175,0.004682151,0.712157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001516569,"about_ca_system_score_gemma":0.004796715,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002369995,"about_ca_topic_score_gemma":0.003984521,"domain_scores_codex":[0.9974049,0.0002848675,0.0001126496,0.0003751184,0.001449968,0.0003725261],"domain_scores_gemma":[0.9910157,0.0006943987,0.0003205591,0.00068272,0.003626279,0.003660378],"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":[0.00001293313,0.00001196696,0.00002469449,0.0000309041,8.121518e-7,0.00002029495,0.00000678554,0.00001062441,0.00007050703,0.0007712474,0.9794919,0.01954735],"study_design_scores_gemma":[0.000003734795,0.000006872038,0.00007188683,0.00001771692,3.880216e-7,0.00001137465,0.00001337441,0.00001138586,0.00002604664,0.000210069,0.9996246,0.000002641429],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004499503,0.001943662,0.001591116,0.0436479,0.09150629,0.0005081813,0.003820007,0.002896404,0.8536364],"genre_scores_gemma":[0.001431913,0.0006344283,0.0004087736,0.008859226,0.00452138,0.0001259631,0.001394325,0.0004241798,0.9821999],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7201555,"threshold_uncertainty_score":0.3991642,"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."}}