{"id":"W2047565816","doi":"10.1039/c4sm00888j","title":"Poly(N-isopropylacrylamide) microgels at the oil–water interface: temperature effect","year":2014,"lang":"en","type":"article","venue":"Soft Matter","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":77,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"National Natural Science Foundation of China","keywords":"Heptane; Surface tension; Poly(N-isopropylacrylamide); Materials science; Phase transition; Chemical engineering; Chemical physics; Phase (matter); Volume (thermodynamics); Thermodynamics; Polymer; Chemistry; Copolymer; Composite material; Organic chemistry; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003188585,0.0002571872,0.0001813499,0.00002598231,0.0002308058,0.00007574356,0.0004040498,0.0002121627,0.0006090011],"category_scores_gemma":[0.00003828577,0.000141483,0.0001364772,0.00004417266,0.0001904977,0.000005163568,0.0003471496,0.0001630706,0.003465613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002802541,"about_ca_system_score_gemma":0.00001359809,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000258899,"about_ca_topic_score_gemma":0.00002975431,"domain_scores_codex":[0.9986228,0.0001815438,0.0002150167,0.0004677641,0.0001260619,0.0003867933],"domain_scores_gemma":[0.9989104,0.00002709736,0.00004968979,0.0008986262,0.00004443741,0.00006975527],"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":[0.00004598165,0.0000192281,0.001798509,0.00003337733,0.00005019014,3.9972e-7,0.00008213512,0.000003177521,0.9683744,0.000002369376,0.02483022,0.004760033],"study_design_scores_gemma":[0.0001701457,0.0000544065,0.0002990239,0.00001149598,0.00002200436,0.00002772325,0.00000666646,0.00000773577,0.7368457,0.00001815335,0.2623661,0.0001708287],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909487,0.001441557,0.0002171345,0.00512799,0.0001342914,0.0001943872,0.00001673558,0.00003523321,0.001884019],"genre_scores_gemma":[0.9698358,0.00001754355,0.00007374178,0.004069412,0.0003225763,0.0001922221,0.00007410218,0.00006467508,0.02534989],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2375359,"threshold_uncertainty_score":0.9973103,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004357895601326607,"score_gpt":0.2173984233377169,"score_spread":0.2130405277363903,"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."}}