{"id":"W2241273599","doi":"10.1021/acsami.5b09874","title":"Temperature- and pH-Responsive Benzoboroxole-Based Polymers for Flocculation and Enhanced Dewatering of Fine Particle Suspensions","year":2015,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"Enhanced Oil Recovery Techniques","field":"Engineering","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Resources Canada; Natural Sciences and Engineering Research Council of Canada; University of Alberta","keywords":"Materials science; Flocculation; Dewatering; Polymer; Particle (ecology); Chemical engineering; Particle aggregation; Polymer science; Nanoparticle; Nanotechnology; Composite material","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0002004828,0.0001751473,0.0002897106,0.00006137218,0.00003440377,0.00005973237,0.00007017364,0.00009727503,0.00001659126],"category_scores_gemma":[0.0000502556,0.000165114,0.000008348928,0.00005774037,0.00005991754,0.000118036,0.00004662398,0.00004107569,0.000001605852],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002777267,"about_ca_system_score_gemma":0.00001440691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001690345,"about_ca_topic_score_gemma":0.00002676436,"domain_scores_codex":[0.9992159,0.00001834972,0.000293604,0.0001933282,0.00008454593,0.0001942465],"domain_scores_gemma":[0.9995584,0.0001030733,0.00006652343,0.0001495566,0.00006423019,0.00005815088],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002924398,0.00000861404,0.000007511234,0.00009927145,0.00002289814,2.880962e-7,0.000290871,0.001349627,0.9959425,0.0002017956,0.00004899466,0.001735224],"study_design_scores_gemma":[0.0005884427,0.0001099866,0.0001140414,0.00008901815,0.00002318325,0.000001184779,0.0001284048,0.0001406178,0.9981031,0.0005097312,0.00001853351,0.0001737888],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975254,0.0002822485,0.001270716,0.00003546207,0.0001510605,0.0004023941,0.00004814212,0.0001886195,0.00009594182],"genre_scores_gemma":[0.9957996,0.00003368047,0.003907767,0.00002103931,0.00002826679,0.0001371104,0.00001772005,0.00003710319,0.00001772565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002637051,"threshold_uncertainty_score":0.6733153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01361098389741174,"score_gpt":0.2368645082569784,"score_spread":0.2232535243595667,"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."}}