{"id":"W4220861406","doi":"10.1002/marc.202200063","title":"Electrospun Azo‐Cellulose Fabric: A Smart Polysaccharidic Photo‐Actuator","year":2022,"lang":"en","type":"article","venue":"Macromolecular Rapid Communications","topic":"Advanced Materials and Mechanics","field":"Engineering","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Institut Carnot PolyNat","keywords":"Materials science; Nanofiber; Polymer; Electrospinning; Chemical engineering; Spiropyran; Acetone; Solvent; Polymer chemistry; Dimethylacetamide; Cellulose; Azobenzene; Composite material; Chemistry; Organic chemistry","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":[0.00007662847,0.0005103486,0.0001368628,0.0001491684,0.00009820423,0.0001453547,0.0001606698,0.0002293792,0.0008707179],"category_scores_gemma":[0.00006934207,0.000114473,0.0001507149,0.000136007,0.0001422801,0.0002115476,0.0001676759,0.0002556593,0.000321367],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001882512,"about_ca_system_score_gemma":0.0001585586,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003173496,"about_ca_topic_score_gemma":0.000930876,"domain_scores_codex":[0.9999374,0.000003655725,0.000003980646,0.0000200107,0.00002352844,0.00001155469],"domain_scores_gemma":[0.9999372,0.000008542981,0.00002176332,0.000004546915,0.000007678354,0.00002032049],"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":[0.000005188531,0.000002432456,0.00001971756,0.00001460626,0.000001008102,0.00001882326,0.00000192574,0.00003300497,0.9993097,0.0000201636,0.00001497165,0.0005584984],"study_design_scores_gemma":[0.000004564758,0.00003246031,0.0008098937,0.000001878106,0.000003346305,0.00007525946,0.000003503729,0.0005812607,0.9973837,0.00001081823,0.001090405,0.000002989693],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9669667,0.00180907,0.02474263,0.0001956617,0.0001414803,0.00005274541,0.0006991277,0.0003216902,0.005070852],"genre_scores_gemma":[0.9687557,0.001244799,0.02364864,0.0001002109,0.00005233016,0.00004725481,0.0003887264,0.00004263803,0.005719775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008707179,"threshold_uncertainty_score":0.002912819,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01040193837160347,"score_gpt":0.2151062363020323,"score_spread":0.2047042979304289,"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."}}