{"id":"W2036134259","doi":"10.1103/physrevlett.104.128304","title":"Brushlike Interactions between Thermoresponsive Microgel Particles","year":2010,"lang":"en","type":"article","venue":"Physical Review Letters","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":101,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Materials science; Chemical engineering; Nanotechnology; Chemical physics; Polymer science; Physics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00006747111,0.0001799705,0.0001442076,0.0001085885,0.0001692754,0.0003416165,0.000167754,0.000283402,0.001178052],"category_scores_gemma":[0.0001530346,0.0001198232,0.0001720619,0.00006012133,0.0002548144,0.0004251366,0.000205652,0.0003025762,0.0002025927],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001942435,"about_ca_system_score_gemma":0.0000752137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002505489,"about_ca_topic_score_gemma":0.0003820174,"domain_scores_codex":[0.9999526,0.000004114429,0.000002539119,0.00001766024,0.00001011918,0.00001301535],"domain_scores_gemma":[0.9999228,0.00002319458,0.00002104107,0.00001290185,0.000005991867,0.00001410027],"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":[0.00002029482,0.0000191346,0.0001167074,0.00002559996,0.000006796472,0.000150306,0.00003607878,0.001890456,0.9928979,0.002357586,0.00004891151,0.002430365],"study_design_scores_gemma":[0.00002297856,0.0001964427,0.002238437,0.000008222299,0.00001744388,0.0003242494,0.00004415957,0.04247317,0.9487944,0.002123269,0.003736347,0.00002095029],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9808323,0.0003827926,0.01609539,0.00007642795,0.00001841314,0.00001367737,0.00002761561,0.00007555605,0.002477763],"genre_scores_gemma":[0.9935421,0.0002101644,0.004224436,0.000044947,0.000006570428,0.00001050717,0.00003101025,0.00001273287,0.001917645],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001178052,"threshold_uncertainty_score":0.003941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02024463789830686,"score_gpt":0.2966899511012264,"score_spread":0.2764453132029195,"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."}}