{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001307108,0.0001633342,0.0002252142,0.00001834996,0.00009168773,0.00001975637,0.0002812146,0.00001968681,0.00004279027],"category_scores_gemma":[0.0001849621,0.0001358092,0.0001920442,0.0001004912,0.0001562082,0.000007500502,0.00009595101,0.0002050738,0.0003231421],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009234149,"about_ca_system_score_gemma":0.00003089947,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001930562,"about_ca_topic_score_gemma":0.00001422424,"domain_scores_codex":[0.9990258,0.00009300972,0.0002077016,0.0003311583,0.0001097334,0.0002326453],"domain_scores_gemma":[0.9991174,0.00005652108,0.00009022524,0.0005757577,0.00004911243,0.0001109222],"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":[0.000006121321,0.0000574491,0.0004614069,0.00004263262,0.00005183351,5.857974e-7,0.00002589486,0.000001261699,0.983035,0.0000452007,0.003943457,0.01232913],"study_design_scores_gemma":[0.000101536,0.00002585879,0.003834675,0.00009658698,0.0001131775,0.000007932603,0.000006041806,0.00002894607,0.6495756,0.00007262959,0.3458998,0.00023726],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9873231,0.00133459,0.0002511624,0.01050956,0.00005472444,0.0003239566,0.00002480821,0.00002566592,0.0001524017],"genre_scores_gemma":[0.9886021,0.0005984926,0.0003975609,0.009546472,0.0005367922,0.0002036227,0.00004791648,0.0000304646,0.00003658435],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3419563,"threshold_uncertainty_score":0.5538138,"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."}}