{"id":"W99573117","doi":"10.5006/c2000-00544","title":"ECTFE and MFA: Less Permeation and More Safety in Sodium Chlorate Plants","year":2000,"lang":"en","type":"article","venue":"","topic":"Chemical Analysis and Environmental Impact","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"AS Composite (Canada)","funders":"","keywords":"Sodium chlorate; Permeation; Chlorate; Sodium; Chemistry; Materials science; Inorganic chemistry; Organic chemistry; Membrane; Biochemistry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00006919309,0.00008313568,0.00009964471,0.00001064408,0.00004736994,0.00001957253,0.0000396359,0.00003609412,0.005793196],"category_scores_gemma":[0.000001917715,0.0000636043,0.00001423964,0.00005759957,0.0001204885,0.0001600067,0.00005281233,0.00005155418,0.0001139475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006157004,"about_ca_system_score_gemma":6.725152e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001116588,"about_ca_topic_score_gemma":0.0003929745,"domain_scores_codex":[0.9994231,0.000009767643,0.000111481,0.0002035406,0.000106877,0.0001452419],"domain_scores_gemma":[0.9998153,0.00001093636,0.00001408387,0.00007249115,2.400962e-7,0.00008691171],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008458718,0.000106062,0.7875672,0.000005180599,0.000008862071,0.000009764633,0.0006564594,0.0008269828,0.04991631,0.000007030429,0.000373902,0.1604377],"study_design_scores_gemma":[0.0003248432,0.00001547061,0.9865106,0.000005131541,0.000005529114,0.00000914896,0.0001859141,0.0084313,0.003514723,0.00008618643,0.0007938893,0.0001172494],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851147,0.00003328309,0.000008769071,0.0003659734,0.000003477988,0.0000495145,0.000004548078,0.000007782225,0.01441197],"genre_scores_gemma":[0.9965404,0.0004615018,0.00005820655,0.0002296343,0.000007521674,0.000001791625,0.00001028039,0.000004164437,0.002686553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1989434,"threshold_uncertainty_score":0.9951156,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007059930098644071,"score_gpt":0.20128219791948,"score_spread":0.194222267820836,"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."}}