{"id":"W2081000220","doi":"10.1021/la015697w","title":"Colloidal Flocculation with Poly(ethylene oxide)/Polypeptide Complexes","year":2002,"lang":"en","type":"article","venue":"Langmuir","topic":"Protein purification and stability","field":"Biochemistry, Genetics and Molecular Biology","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Flocculation; Ethylene oxide; Colloid; Poly ethylene; Chemical engineering; Oxide; Chemistry; Polymer chemistry; Materials science; Ethylene; Polymer science; Polymer; Organic chemistry; Copolymer; Catalysis; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003439104,0.0002889806,0.0002097619,0.0003296086,0.0002759245,0.0004199996,0.000137492,0.0003013593,0.00252915],"category_scores_gemma":[0.0003084289,0.0001252818,0.00024043,0.0002171822,0.0001043052,0.0003306463,0.0002345972,0.0005355311,0.0009641617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000374168,"about_ca_system_score_gemma":0.0002093151,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001572983,"about_ca_topic_score_gemma":0.002192652,"domain_scores_codex":[0.9997546,0.0000272108,0.00001614307,0.00003840296,0.0001040344,0.00005960306],"domain_scores_gemma":[0.9998755,0.00002985345,0.00001966672,0.000009604769,0.00003167635,0.00003363936],"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":[0.00006266752,0.0000571477,0.0001453643,0.00006716527,0.00001257438,0.00005103459,0.00003371058,0.0002198779,0.9925562,0.0001635181,0.001179934,0.0054508],"study_design_scores_gemma":[0.00002752596,0.0003921589,0.002341396,0.00002595014,0.00002361006,0.00006478605,0.00003264402,0.003004258,0.986655,0.00005175619,0.007369329,0.00001148703],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.978123,0.003535054,0.005986457,0.000537627,0.0005215921,0.0001918186,0.0003737791,0.0001658678,0.01056475],"genre_scores_gemma":[0.9657218,0.002572746,0.00878314,0.0003111085,0.00008663609,0.00007105169,0.0008774787,0.000111493,0.02146448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00252915,"threshold_uncertainty_score":0.00846082,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01436081008785939,"score_gpt":0.223472431936688,"score_spread":0.2091116218488286,"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."}}