{"id":"W2128844784","doi":"10.1680/gmat.12.00012","title":"Redispersing aggregated latexes made with switchable surfactants","year":2012,"lang":"en","type":"article","venue":"Green Materials","topic":"Advanced Polymer Synthesis and Characterization","field":"Chemistry","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Canada Research Chairs","keywords":"Emulsion polymerization; Dewatering; Materials science; Polystyrene; Methyl methacrylate; Emulsion; Potassium persulfate; Chemical engineering; Polymer; Sonication; Depolymerization; Polymerization; Waste management; Polymer chemistry; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00009449353,0.0001758935,0.0002340724,0.00002579672,0.0001001002,0.00005373854,0.0001061505,0.00009715782,0.004724486],"category_scores_gemma":[0.00001033921,0.0001404234,0.00002174193,0.0000652872,0.00003374085,0.000404426,0.00003362328,0.00004374191,0.0001135504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003032132,"about_ca_system_score_gemma":0.00001260566,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001040417,"about_ca_topic_score_gemma":0.000002889106,"domain_scores_codex":[0.9990379,0.0000202839,0.0002203945,0.000173321,0.000148402,0.0003996567],"domain_scores_gemma":[0.9994374,0.00002124272,0.0001723815,0.0002415132,0.00002565077,0.000101833],"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":[0.00009365539,0.00003209083,0.007413052,0.00006648546,0.00002808832,0.00000298631,0.0002703587,4.433199e-7,0.9892136,0.00003643705,0.00001847963,0.002824321],"study_design_scores_gemma":[0.0002230811,0.00000825746,0.003107386,0.000127989,0.00002947449,0.00001904839,0.00007530176,0.000003135237,0.9940138,0.00002375078,0.002159754,0.0002089974],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968511,0.0001634456,0.00009158318,0.00007682015,0.0001916554,0.00004649943,0.00009688249,0.0001179578,0.002364039],"genre_scores_gemma":[0.9955655,0.00002659917,0.0004912348,0.00003977199,0.0003943285,0.000009688519,0.0001098746,0.0000450258,0.003317937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004800223,"threshold_uncertainty_score":0.9961853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01285946816089738,"score_gpt":0.2173551342801784,"score_spread":0.204495666119281,"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."}}