{"id":"W2989000184","doi":"10.1002/marc.201900479","title":"Phototropic Multiresponsive Active Nanogels","year":2019,"lang":"en","type":"article","venue":"Macromolecular Rapid Communications","topic":"Micro and Nano Robotics","field":"Physics and Astronomy","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Région Auvergne-Rhône-Alpes; Ministry of Education, Culture, Sports, Science and Technology","keywords":"Spiropyran; Photochromism; Merocyanine; Nanogel; Raft; Methacrylic acid; Chain transfer; Photochemistry; Polymer chemistry; Irradiation; Aqueous solution; Polymerization; Polystyrene; Photoisomerization; Chemistry; Materials science; Radical polymerization; Isomerization; Organic chemistry; Drug delivery; Polymer; Catalysis","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"category_scores_codex":[0.00007157215,0.0001575249,0.0001868442,0.00007348736,0.0002102619,0.0000439485,0.0008386262,0.00004188817,0.001680007],"category_scores_gemma":[0.000007034347,0.0001634526,0.0001533194,0.0002253567,0.00008780984,0.00008190655,0.0003765704,0.0002335914,0.00102865],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003151215,"about_ca_system_score_gemma":0.00008074159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001121132,"about_ca_topic_score_gemma":0.000003182237,"domain_scores_codex":[0.9990472,0.0001864205,0.0001993506,0.0002131494,0.0001107327,0.0002431017],"domain_scores_gemma":[0.9976623,0.0001161914,0.0001067498,0.001949988,0.0001072154,0.00005753594],"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":[0.000070227,0.0008478593,0.00625487,0.00001918725,0.0005937158,0.00000507089,0.002178577,0.0001121914,0.8059459,0.09321018,0.001136483,0.08962569],"study_design_scores_gemma":[0.003734164,0.0002299682,0.007031672,0.0001171212,0.000193142,0.00001175782,0.001906022,0.004796642,0.5658258,0.007621122,0.4072492,0.0012835],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8738785,0.001309271,0.009822864,0.001213601,0.0002658646,0.001274022,0.0001905744,0.0001296461,0.1119156],"genre_scores_gemma":[0.9943144,0.00003616612,0.003797458,0.0001783331,0.0000192685,0.00005252906,0.000164855,0.00002774261,0.001409301],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4061127,"threshold_uncertainty_score":0.9997492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008855471700154475,"score_gpt":0.246477708637098,"score_spread":0.2376222369369435,"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."}}