{"id":"W4384498933","doi":"10.1021/cen-10123-buscon2","title":"Bain to acquire FIS","year":2023,"lang":"en","type":"article","venue":"C&EN Global Enterprise","topic":"Biotechnology and Related Fields","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; General partnership; Equity (law); Speculation; Commerce; Marketing; Finance; Business administration; Political science; Law","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":[0.003112681,0.0005345542,0.0003485403,0.001299731,0.003984239,0.00570565,0.0007500438,0.004722834,0.1049385],"category_scores_gemma":[0.006587181,0.0003883775,0.0004277401,0.0006451639,0.001277102,0.00371047,0.002653515,0.005533989,0.03045153],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00439384,"about_ca_system_score_gemma":0.006669601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006828914,"about_ca_topic_score_gemma":0.01681734,"domain_scores_codex":[0.9972796,0.0002776846,0.00007076485,0.0003338227,0.001232596,0.0008055442],"domain_scores_gemma":[0.996018,0.0005007072,0.0003395643,0.0004165475,0.0009332816,0.001791944],"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":[0.0001443003,0.0001847161,0.007334983,0.0001304795,0.00001415127,0.001106251,0.000788984,0.00006487042,0.002187614,0.09283295,0.8002869,0.09492391],"study_design_scores_gemma":[0.00002488748,0.00009196287,0.004091677,0.0001082352,0.000005048123,0.0006337343,0.0002718813,0.0001309019,0.000635411,0.003487188,0.990502,0.00001696981],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02108239,0.007232257,0.001697785,0.1082008,0.004476541,0.0001792496,0.0005138376,0.0005832254,0.856034],"genre_scores_gemma":[0.1381471,0.003532872,0.001780707,0.08048175,0.003346226,0.0001296223,0.001039936,0.0002100633,0.7713317],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1049385,"threshold_uncertainty_score":0.3510543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006498434208411314,"score_gpt":0.2914975632566386,"score_spread":0.2849991290482272,"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."}}