{"id":"W4254243793","doi":"10.1016/s0958-2118(17)30221-5","title":"Suez finalises its acquisition of GE Water &amp; Process Technologies","year":2017,"lang":"en","type":"article","venue":"Membrane Technology","topic":"Marine and Offshore Engineering Studies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Process (computing); Water industry; Engineering; Telecommunications; Management; Computer science; Economics; Environmental engineering; Water supply; Operating system","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":[0.004373319,0.001385983,0.0009470684,0.00273855,0.004707655,0.004844329,0.001489426,0.004030835,0.1103545],"category_scores_gemma":[0.007844577,0.0006425685,0.001166554,0.001204389,0.001824231,0.002209485,0.001511476,0.00307608,0.03190363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01514308,"about_ca_system_score_gemma":0.02609644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3607463,"about_ca_topic_score_gemma":0.5142311,"domain_scores_codex":[0.9954243,0.0001894865,0.0000742369,0.0003179221,0.003301728,0.0006922369],"domain_scores_gemma":[0.9909243,0.0005496601,0.0002154196,0.0004532437,0.006516758,0.001340661],"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":[0.0007325466,0.0002070096,0.004234592,0.0002959108,0.00006340503,0.001514251,0.0005643143,0.0006690638,0.01339135,0.04247423,0.7599642,0.1758891],"study_design_scores_gemma":[0.00002165011,0.00007576592,0.001402221,0.00003373362,0.000008262728,0.000185814,0.0001424516,0.0002274791,0.002521629,0.0003708783,0.9949969,0.00001318249],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03448538,0.01127387,0.01263823,0.07521378,0.0105547,0.0008849426,0.007148188,0.0080128,0.8397881],"genre_scores_gemma":[0.06429959,0.001605038,0.003490158,0.003034349,0.0003935624,0.00007473536,0.002472491,0.0006000106,0.92403],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3607463,"threshold_uncertainty_score":0.717293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01286281742701937,"score_gpt":0.2440081593433666,"score_spread":0.2311453419163473,"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."}}