{"id":"W2092185496","doi":"10.1021/la0269762","title":"Cross-Linker-Free <i>N</i>-Isopropylacrylamide Gel Nanospheres","year":2003,"lang":"he","type":"article","venue":"Langmuir","topic":"Hydrogels: synthesis, properties, applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":199,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Poly(N-isopropylacrylamide); Linker; Chemistry; Chemical engineering; Nanotechnology; Polymer chemistry; Materials science; Polymer; Organic chemistry; Copolymer; Computer science; Engineering","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0004144089,0.0005433916,0.0004361471,0.00004587402,0.0004497762,0.0001943066,0.001018334,0.0007041739,0.001194771],"category_scores_gemma":[0.0005512468,0.0005128766,0.0003109537,0.0002614524,0.0006669696,0.00001452252,0.0003514812,0.0003119739,0.001187611],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006820907,"about_ca_system_score_gemma":0.0002671251,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002617406,"about_ca_topic_score_gemma":0.0002774369,"domain_scores_codex":[0.996876,0.0002505504,0.0006264942,0.001030945,0.0003399387,0.0008760758],"domain_scores_gemma":[0.997278,0.00003362564,0.0002338545,0.002003114,0.0002108084,0.000240601],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002291334,0.00090371,0.0220793,0.0004448195,0.0006769546,0.00004920684,0.0005548687,0.0001121598,0.8780126,0.007476182,0.07478403,0.01467703],"study_design_scores_gemma":[0.0006837728,0.0001085188,0.001718935,0.00002605358,0.00006267307,0.00003735486,0.0001326984,0.00002312713,0.4257944,0.0004056217,0.5704925,0.000514377],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9078908,0.02498412,0.0008306187,0.00164862,0.0005495983,0.0008856651,0.0003475083,0.0001316521,0.06273139],"genre_scores_gemma":[0.9664825,0.0008323701,0.002223884,0.001034268,0.0006065281,0.0001951412,0.0001384575,0.0001557116,0.0283312],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4957085,"threshold_uncertainty_score":0.9997323,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01465564580591485,"score_gpt":0.253867430081279,"score_spread":0.2392117842753642,"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."}}