{"id":"W4250310896","doi":"10.1016/s0958-2118(16)30100-8","title":"H2O Innovation expands business activities in Mexico","year":2016,"lang":"en","type":"article","venue":"Membrane Technology","topic":"Public-Private Partnership Projects","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"General partnership; Business; Management; Filtration (mathematics); Business administration; Engineering; Industrial organization; Finance; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003755488,0.000202444,0.0002648531,0.003136194,0.00007113061,0.00008538352,0.0004585077,0.0002655013,0.000210152],"category_scores_gemma":[0.0006954373,0.000154306,0.00002157319,0.005483423,0.0001805741,0.001646516,0.0003079209,0.0001604108,0.0002928047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007530833,"about_ca_system_score_gemma":0.00004209484,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000714592,"about_ca_topic_score_gemma":0.0001746867,"domain_scores_codex":[0.9986527,0.000008338018,0.0003279498,0.0003652771,0.0001807009,0.0004650271],"domain_scores_gemma":[0.9991391,0.00004524898,0.0002006451,0.0004155421,0.0001948382,0.000004578462],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008822873,0.0001616762,0.1210388,0.0001862371,0.00002306248,0.00003950788,0.00003455465,0.00000527109,0.3022286,0.5247687,0.001742709,0.04968267],"study_design_scores_gemma":[0.007455483,0.00004996253,0.07843888,0.0005583976,0.00004543223,0.00004081798,0.0009416984,0.000368814,0.3654206,0.1093076,0.4355642,0.001808085],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9555048,0.00002447649,0.0005094191,0.02115376,0.0003062766,0.0002306459,0.00000118261,0.000812101,0.02145731],"genre_scores_gemma":[0.9979876,0.00001060956,0.0001038857,0.0007817431,0.0002385549,0.0001052177,0.00001109041,0.00003448453,0.0007268512],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4338214,"threshold_uncertainty_score":0.6292416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02310431603224635,"score_gpt":0.2453296745789338,"score_spread":0.2222253585466875,"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."}}