{"id":"W4285299574","doi":"10.1039/d2ma00387b","title":"Controlled disassembly of azobenzene cellulose-based thin films using visible light","year":2022,"lang":"en","type":"article","venue":"Materials Advances","topic":"Photochromic and Fluorescence Chemistry","field":"Materials Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada; McGill University","keywords":"Azobenzene; Cellulose; Aqueous solution; Visible spectrum; Thin film; Materials science; Irradiation; Solubilization; Chemical engineering; Polymer chemistry; Sulfate; Photochemistry; Chemistry; Optoelectronics; Composite material; Organic chemistry; Nanotechnology; Polymer","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001108314,0.0004121607,0.0001836168,0.0001408838,0.0001563918,0.0002647662,0.0001841823,0.0001838924,0.0007959835],"category_scores_gemma":[0.0001097636,0.0002023873,0.000192354,0.0001493678,0.0001234225,0.0002460202,0.0001230539,0.0003086395,0.0002695401],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003670998,"about_ca_system_score_gemma":0.0002283542,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001091759,"about_ca_topic_score_gemma":0.001938228,"domain_scores_codex":[0.9999343,0.000004312201,0.000005856327,0.00001820758,0.00001666417,0.00002063654],"domain_scores_gemma":[0.999925,0.00001103064,0.00002551819,0.000006515064,0.00001113666,0.00002087415],"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":[0.00001395953,0.000005814145,0.00002681341,0.000007792557,0.000001721851,0.00001529339,0.000004853492,0.00003316602,0.9994386,0.00001962067,0.000009336046,0.0004231674],"study_design_scores_gemma":[0.000002816601,0.00002938635,0.000337925,9.270326e-7,0.000002354227,0.00001337958,0.000003582805,0.0002976817,0.9990222,0.000004428065,0.000283771,0.000001422918],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944907,0.0005821553,0.003168647,0.00005434759,0.00003707549,0.00001669657,0.0001239482,0.00009776103,0.001428667],"genre_scores_gemma":[0.9910467,0.0006148136,0.003977158,0.00003994243,0.00001289925,0.00002022428,0.0002180347,0.00004897659,0.004021242],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001091759,"threshold_uncertainty_score":0.002663553,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01194278386526871,"score_gpt":0.2510537216666442,"score_spread":0.2391109378013755,"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."}}