{"id":"W4245652339","doi":"10.1021/cen-09911-buscon18","title":"Business Roundup","year":2021,"lang":"en","type":"article","venue":"C&EN Global Enterprise","topic":"Legal Cases and Commentary","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business","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":[0.00176564,0.0008122423,0.0006499775,0.001010062,0.003774483,0.007049462,0.002127011,0.01104755,0.4596808],"category_scores_gemma":[0.01086139,0.0004160449,0.0007419197,0.0008820776,0.001319319,0.003118536,0.002459508,0.009289185,0.411907],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003012156,"about_ca_system_score_gemma":0.005527584,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00783062,"about_ca_topic_score_gemma":0.01287984,"domain_scores_codex":[0.9979413,0.0001792582,0.00008737364,0.0003204241,0.001119416,0.0003522384],"domain_scores_gemma":[0.9948555,0.0009104635,0.0001922219,0.0003993625,0.002353969,0.001288407],"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":[0.000005350469,0.000005470237,0.00001409587,0.00001557764,4.815142e-7,0.00002865822,0.000007596605,0.000006112462,0.00002676751,0.00175818,0.9913917,0.006740128],"study_design_scores_gemma":[0.000002400186,0.000002860386,0.00006309929,0.00002578131,3.016786e-7,0.00001256816,0.00001382453,0.000007552698,0.00001104388,0.0002435281,0.999615,0.000002065466],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0003304072,0.003028951,0.0003544552,0.1200028,0.1034293,0.0001843673,0.00107821,0.0006675294,0.770924],"genre_scores_gemma":[0.001774054,0.0008449786,0.0001316583,0.04444115,0.007876907,0.0000923444,0.0004241204,0.0001511848,0.9442636],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.4596808,"threshold_uncertainty_score":0.7706997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008052309454663268,"score_gpt":0.2755839976112334,"score_spread":0.2675316881565701,"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."}}