{"id":"W2317277869","doi":"10.1021/am2005288","title":"Poly (<i>N</i>-Isopropylacrylamide) Microgels for Organic Dye Removal from Water","year":2011,"lang":"en","type":"article","venue":"ACS Applied Materials & Interfaces","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":119,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Poly(N-isopropylacrylamide); Materials science; Chemical engineering; Water repellent; Organic dye; Nanotechnology; Composite material; Copolymer; Polymer","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002801578,0.0003685381,0.0003775917,0.00004601837,0.0001520766,0.00009907388,0.0006437348,0.0003012041,0.0008246924],"category_scores_gemma":[0.00002829712,0.0002865475,0.0000429475,0.00003989651,0.0001623102,0.00001074392,0.00036521,0.00006525052,0.0004729409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002631882,"about_ca_system_score_gemma":0.00004467038,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002541217,"about_ca_topic_score_gemma":0.00005245729,"domain_scores_codex":[0.9980237,0.00004721426,0.0005405614,0.0007513196,0.0001189466,0.0005182087],"domain_scores_gemma":[0.9988702,0.00001407156,0.0001548669,0.0007943734,0.00008727139,0.00007921109],"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":[0.000450204,0.00008864432,0.00001033019,0.00002932889,0.0001622491,0.000001165486,0.0004506004,1.889308e-7,0.9959598,0.0001209526,0.0006133459,0.00211321],"study_design_scores_gemma":[0.0004592087,0.0001150407,0.00003125014,0.00001438804,0.00007789806,0.00001235419,0.0001494718,2.075309e-7,0.986283,0.001527949,0.01091774,0.0004114787],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959853,0.000806517,0.0006609143,0.0001275759,0.0002790174,0.0008148307,0.0003158398,0.0000824517,0.0009275009],"genre_scores_gemma":[0.9929423,0.00009835683,0.004467009,0.0003998848,0.0003797908,0.0005953708,0.0003700924,0.0001222503,0.0006249949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0103044,"threshold_uncertainty_score":0.9999587,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01956956796680774,"score_gpt":0.224931372889423,"score_spread":0.2053618049226152,"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."}}