{"id":"W4405635825","doi":"10.1021/cen-10239-buscon18","title":"Business Roundup","year":2024,"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":"History","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":[0.001362974,0.0008339576,0.0005777362,0.001060963,0.003057507,0.007461035,0.001909965,0.007599768,0.6163315],"category_scores_gemma":[0.009860386,0.0004110505,0.000603907,0.0009772647,0.001158848,0.003543709,0.00289635,0.006914046,0.5748742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002145592,"about_ca_system_score_gemma":0.004441446,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004006162,"about_ca_topic_score_gemma":0.006260444,"domain_scores_codex":[0.9981206,0.0001737822,0.00007955372,0.0003170456,0.001003831,0.0003050351],"domain_scores_gemma":[0.9943374,0.0008047313,0.0002004766,0.0004926443,0.002452224,0.001712537],"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":[0.000005053422,0.000006015498,0.00001518426,0.00001870998,4.397363e-7,0.00002661546,0.00000970736,0.000005697798,0.00003197656,0.001775997,0.9873353,0.01076944],"study_design_scores_gemma":[0.000001588061,0.000002227897,0.00004211734,0.0000176669,1.908452e-7,0.00001176632,0.00001537165,0.000005366991,0.000009685094,0.000208775,0.9996839,0.000001433112],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.0002639905,0.002060024,0.0004281222,0.07062516,0.07096503,0.0001549032,0.0009784991,0.0007600261,0.8537642],"genre_scores_gemma":[0.001412972,0.0006851503,0.0001446143,0.02351912,0.005113471,0.00006259637,0.0004198301,0.0001598826,0.9684823],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.6163315,"threshold_uncertainty_score":0.5472565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00732101015000954,"score_gpt":0.2899299360837556,"score_spread":0.2826089259337461,"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."}}