{"id":"W2013104880","doi":"10.1021/ma102336x","title":"Competition between Conformational and Chemical Equilibrium in Suspensions of Polyelectrolyte-Coated Particles","year":2011,"lang":"en","type":"article","venue":"Macromolecules","topic":"Polymer Surface Interaction Studies","field":"Materials Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Polyelectrolyte; Competition (biology); Chemistry; Chemical engineering; Chemical equilibrium; Polymer science; Polymer; Organic chemistry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001238969,0.00008568251,0.0001759145,0.00006396065,0.00002611263,0.00001474134,0.0000815422,0.00003521819,0.0002256693],"category_scores_gemma":[0.00004843387,0.00008047885,0.00002209185,0.00009391476,0.0001793775,0.0001638542,0.00009059894,0.00005677772,0.00004080297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001464635,"about_ca_system_score_gemma":0.00001870073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002263333,"about_ca_topic_score_gemma":0.00002835985,"domain_scores_codex":[0.9992219,0.0000472341,0.0002857555,0.0001309522,0.0001298686,0.0001843526],"domain_scores_gemma":[0.9996377,0.00008629613,0.00009133917,0.00009150812,0.00004901446,0.00004410035],"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":[0.00003726135,0.00003197458,0.01484286,0.000007486159,0.000007217684,0.000002776781,0.0006494708,5.273616e-7,0.9828411,0.001437265,0.00001737868,0.0001246191],"study_design_scores_gemma":[0.0002513167,0.00003407696,0.0355005,0.00002349113,0.000008578359,0.000008945022,0.0001645309,0.00008727542,0.9632561,0.000567763,0.00001817255,0.00007931441],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981326,0.0001010535,0.0001132225,0.0001115996,0.00004664958,0.00006964988,0.00002653656,0.00003324644,0.001365368],"genre_scores_gemma":[0.999291,0.000004494958,0.0006274591,0.0000344933,0.00001105422,0.000006794441,0.000009576629,0.000005957791,0.000009157566],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02065763,"threshold_uncertainty_score":0.3281832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03174169996792401,"score_gpt":0.2587449193164725,"score_spread":0.2270032193485485,"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."}}