{"id":"W2334740372","doi":"10.1021/jp202563q","title":"Adsorption Kinetics of a Novel Organic–Inorganic Hybrid Polymer on Silica and Alumina Studied by Quartz Crystal Microbalance","year":2011,"lang":"en","type":"article","venue":"The Journal of Physical Chemistry C","topic":"Acoustic Wave Resonator Technologies","field":"Engineering","cited_by":88,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Quartz crystal microbalance; Adsorption; Polyacrylamide; Polymer; Chemical engineering; Flocculation; Kinetics; Materials science; Polymer adsorption; Aluminium; Chemistry; Polymer chemistry; Organic 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":[],"consensus_categories":[],"category_scores_codex":[0.00005797472,0.0001417938,0.0002377386,0.00001299581,0.0000147731,0.000004206873,0.0002465361,0.00004688995,0.00001473758],"category_scores_gemma":[0.00005496495,0.0001019869,0.00005006665,0.0000839257,0.000153403,0.00003315423,0.00004840688,0.0002941078,0.000001294628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004470661,"about_ca_system_score_gemma":0.000007776453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000001307882,"about_ca_topic_score_gemma":8.418079e-8,"domain_scores_codex":[0.9993793,0.000007409744,0.0002229821,0.00007147789,0.0001718936,0.000146901],"domain_scores_gemma":[0.9994949,0.00008170448,0.000144821,0.0001787023,0.00005574315,0.00004413532],"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":[0.00003539673,0.0001963758,0.00001042992,0.00006204432,0.0000649419,0.000001872064,0.0001892061,0.00003852249,0.9986523,0.000008173162,0.0005641923,0.0001765512],"study_design_scores_gemma":[0.0003693048,0.0001652326,0.0001511279,0.00005023028,0.00007055629,0.00008073864,0.0002062821,0.001005062,0.9977079,0.00006877831,0.00002512247,0.00009963245],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982547,0.000612419,0.0007665823,0.00003723745,0.00001909521,0.00003738263,0.00002163044,0.00003691802,0.0002141072],"genre_scores_gemma":[0.999726,0.00006972828,0.00007377048,0.000006441453,0.00007918891,5.340989e-7,7.01824e-7,0.00002167904,0.00002197777],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00147135,"threshold_uncertainty_score":0.4158906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008677896574362945,"score_gpt":0.1921047540761915,"score_spread":0.1834268575018285,"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."}}