{"id":"W4238231464","doi":"10.1016/s1365-6937(14)70171-6","title":"newterra buys Crane's water division","year":2014,"lang":"en","type":"article","venue":"Filtration Industry Analyst","topic":"International Environmental Law and Policies","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Division (mathematics); Business; Operations management; Engineering; Mathematics","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001775899,0.0001185804,0.0000933602,0.00002897814,0.0001848985,0.00005066692,0.0001744773,0.0001696021,0.0237565],"category_scores_gemma":[0.00001501261,0.00008836506,0.00005789337,0.00007437924,0.0001050536,0.0002887711,0.00007867891,0.0002291123,0.003330705],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007538582,"about_ca_system_score_gemma":0.000002047892,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005109666,"about_ca_topic_score_gemma":0.00006941468,"domain_scores_codex":[0.9990096,0.00006234913,0.0001995363,0.0002110521,0.0003178426,0.0001995938],"domain_scores_gemma":[0.999651,0.00002198073,0.00004730147,0.0001909976,0.000003666099,0.00008511725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005219709,0.0004445574,0.4490418,0.00001893129,0.0001026078,0.00001164687,0.002204366,0.1155851,0.3401178,0.01807391,0.06394442,0.01040264],"study_design_scores_gemma":[0.0005297659,0.0001566336,0.2335562,0.0000245288,0.00004420182,0.00001970702,0.0001289916,0.01325485,0.1212364,0.001943183,0.6285531,0.0005524434],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7694395,0.000001515044,0.002033993,0.001357266,0.0001380654,0.00006298461,0.000008100365,0.00003326075,0.2269253],"genre_scores_gemma":[0.981168,0.000001054602,0.0001129873,0.0009694294,0.0001650733,0.000009034694,0.0001077725,0.000009016118,0.01745768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5646087,"threshold_uncertainty_score":0.9974453,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006671393860475686,"score_gpt":0.2143248340437847,"score_spread":0.207653440183309,"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."}}