{"id":"W4254432600","doi":"10.1016/s1365-6937(21)00048-4","title":"Mergers & Acquisitions Review 2020","year":2021,"lang":"en","type":"article","venue":"Filtration Industry Analyst","topic":"Chemistry and Chemical Engineering","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Quarter (Canadian coin); Filtration (mathematics); Business; Mergers and acquisitions; Geography; Finance; Archaeology; Mathematics; Statistics","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":[0.003703006,0.0006025364,0.0004759961,0.004370481,0.0007437958,0.003747368,0.000845297,0.003248975,0.0341781],"category_scores_gemma":[0.01080722,0.0004083221,0.0004504145,0.004854756,0.000571909,0.003029226,0.0008305229,0.002170123,0.02075383],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004557094,"about_ca_system_score_gemma":0.01489246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008680293,"about_ca_topic_score_gemma":0.01930215,"domain_scores_codex":[0.9961648,0.0004423412,0.0003054558,0.0002082108,0.002526173,0.0003529937],"domain_scores_gemma":[0.9846461,0.002405501,0.001572487,0.0002173523,0.01001174,0.001146815],"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":[0.00001512146,0.00001329071,0.00008124817,0.0007681621,0.00000648882,0.00005191217,0.00002087229,0.00004186495,0.0001659356,0.004963292,0.9049872,0.08888468],"study_design_scores_gemma":[0.000002311773,0.000006914559,0.000457305,0.0004455371,0.000004005815,0.00003593946,0.00001394813,0.000009756523,0.00005631281,0.0002178784,0.9987471,0.000002996756],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001207798,0.6212415,0.000721658,0.09690232,0.02861324,0.000218457,0.002476371,0.0003033959,0.2483153],"genre_scores_gemma":[0.01349379,0.6811806,0.001465737,0.04103703,0.01659162,0.0002179948,0.003740285,0.0001610204,0.2421119],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0341781,"threshold_uncertainty_score":0.1143371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01117350828456949,"score_gpt":0.2452606745996638,"score_spread":0.2340871663150943,"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."}}