{"id":"W4367017517","doi":"10.1021/cen-09930-buscon10","title":"Canadian chemistry CROs to merge","year":2021,"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":"Merge (version control); Management; Engineering; Library science; Chemistry; Business; Political science; Computer science; Economics; Information retrieval","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":[0.002084318,0.001178963,0.0006729599,0.003550405,0.01191747,0.01203183,0.002148292,0.006630523,0.5396531],"category_scores_gemma":[0.007175401,0.0008950121,0.001197095,0.003431583,0.001599267,0.003882086,0.004354246,0.005878142,0.2293014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02967079,"about_ca_system_score_gemma":0.09074717,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6432673,"about_ca_topic_score_gemma":0.8282719,"domain_scores_codex":[0.9934444,0.0001922453,0.0001304173,0.0005456201,0.004319016,0.001368299],"domain_scores_gemma":[0.9896057,0.0002031433,0.0001387115,0.0004751413,0.005951735,0.003625662],"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":[0.00001227458,0.00001517794,0.0001277992,0.00003767433,0.000003295408,0.00005481704,0.00003695382,0.00002133884,0.0001261685,0.01497717,0.9670115,0.01757565],"study_design_scores_gemma":[0.000003317684,0.000002538536,0.0001317787,0.000009299581,0.000001105598,0.00001885988,0.00005293532,0.000009441093,0.00003459226,0.000355104,0.9993781,0.000002997143],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0008064003,0.002238139,0.0007384563,0.04505459,0.01005465,0.0001752265,0.002092547,0.0006871194,0.9381528],"genre_scores_gemma":[0.005329486,0.002173998,0.0008975036,0.0157518,0.000743654,0.00004050608,0.001492034,0.0003185953,0.9732524],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5396531,"threshold_uncertainty_score":0.7176672,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01829397506086774,"score_gpt":0.2677132402367854,"score_spread":0.2494192651759176,"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."}}