{"id":"W2006057935","doi":"10.1021/ma060014a","title":"Structure of Adsorbed Polymers on a Colloid Particle","year":2006,"lang":"en","type":"article","venue":"Macromolecules","topic":"Surfactants and Colloidal Systems","field":"Chemistry","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Polymer; Particle size; Adsorption; Chemical physics; Particle (ecology); Degree of polymerization; Colloid; Scaling; Curvature; Polymerization; Materials science; Nanoparticle; Chemistry; Polymer chemistry; Nanotechnology; Physical chemistry; Composite material; Geometry; Mathematics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00002502465,0.00013857,0.0001898818,0.00001946577,0.00005027632,0.00002553967,0.0001472967,0.00008140138,0.001421579],"category_scores_gemma":[0.00001354541,0.0001194821,0.00008007786,0.0001277902,0.00005019926,0.0000236418,0.00002424704,0.00007327541,0.00001724052],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000289999,"about_ca_system_score_gemma":0.00002390362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006602718,"about_ca_topic_score_gemma":0.00009572109,"domain_scores_codex":[0.9990757,0.00001589188,0.0002382202,0.0001991034,0.0002391476,0.0002319937],"domain_scores_gemma":[0.9995307,0.00003483582,0.0001033328,0.000252697,0.00002892275,0.00004953555],"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":[0.00006256003,0.00006551044,0.006129925,0.00003532158,0.00002186457,0.00001232626,0.00004418831,0.0000475081,0.9912403,0.001366784,0.0002186286,0.0007551365],"study_design_scores_gemma":[0.000489754,0.0000316788,0.00164943,0.00003631048,0.00001284792,0.000007701704,0.0001539312,0.00007728977,0.9952899,0.0002758405,0.001833236,0.0001421017],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9699709,0.0002126169,0.00000599122,0.00004548118,0.00006349586,0.00004775563,0.0001227508,0.00005387824,0.02947712],"genre_scores_gemma":[0.9975384,0.000001582268,0.00003726769,0.00004087085,0.0000721191,0.000003995823,0.00001387114,0.00002206596,0.002269792],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02756752,"threshold_uncertainty_score":0.9994913,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005145618415031253,"score_gpt":0.2041000313971981,"score_spread":0.1989544129821669,"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."}}