{"id":"W4385811185","doi":"10.1021/cen-10126-buscon3","title":"Sygnature acquires NuChem","year":2023,"lang":"en","type":"article","venue":"C&EN Global Enterprise","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Management; Marketing; Economics","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":[0.0008902755,0.0005719616,0.0005345973,0.001356659,0.002207996,0.00366527,0.0006514678,0.002017672,0.4440821],"category_scores_gemma":[0.003759598,0.0003097063,0.0003347592,0.0008936734,0.0006328304,0.001660485,0.001242242,0.001611795,0.2067931],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004448215,"about_ca_system_score_gemma":0.01090665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03976758,"about_ca_topic_score_gemma":0.08541682,"domain_scores_codex":[0.9989172,0.00005815739,0.00003189936,0.0001689436,0.000632766,0.0001909597],"domain_scores_gemma":[0.997126,0.0001831431,0.0001623262,0.0002157079,0.0009995732,0.00131319],"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":[0.00006943032,0.00003987873,0.0008762247,0.00005454188,0.000003470004,0.0002984526,0.00004227926,0.000039781,0.0006013802,0.007385705,0.9497191,0.04086982],"study_design_scores_gemma":[0.00001884776,0.0000308888,0.00121601,0.00003503462,0.000002782267,0.0002479289,0.00004117197,0.000118167,0.0003328545,0.0004596128,0.997489,0.000007764158],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004503908,0.001910551,0.0006874962,0.01801519,0.002060335,0.0001815665,0.004156747,0.002044377,0.9664396],"genre_scores_gemma":[0.01874406,0.001219352,0.0004677728,0.004507857,0.0005225855,0.00004647837,0.003416218,0.0002726576,0.970803],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4440821,"threshold_uncertainty_score":0.7929494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03096035072562505,"score_gpt":0.2937015129826314,"score_spread":0.2627411622570064,"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."}}