{"id":"W2016477171","doi":"10.1007/s00289-012-0792-0","title":"Azobenzene photomechanics: prospects and potential applications","year":2012,"lang":"en","type":"article","venue":"Polymer Bulletin","topic":"Photochromic and Fluorescence Chemistry","field":"Materials Science","cited_by":422,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Rhodopsin; Isomerization; Molecule; Azobenzene; Molecular switch; Intramolecular force; Chemical physics; Photoisomerization; Retinal; Chemistry; Dark state; Chromophore; Cascade; Photochemistry; Materials science; Crystallography; Nanotechnology; Stereochemistry; Physics; Optics; 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":[0.000330973,0.0003410709,0.0002498745,0.0003249045,0.0003324607,0.001033332,0.0005138862,0.0005677528,0.006691583],"category_scores_gemma":[0.0001825569,0.0001338584,0.0001510514,0.0003215576,0.0005989105,0.0009290245,0.0002858758,0.0004713092,0.0009615747],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005893461,"about_ca_system_score_gemma":0.0004405991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000628503,"about_ca_topic_score_gemma":0.0008640313,"domain_scores_codex":[0.9999325,0.000009481314,0.000002600688,0.00001575729,0.00001773425,0.00002186438],"domain_scores_gemma":[0.9999278,0.00002844637,0.000007962927,0.000004631085,0.00001408263,0.00001706505],"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":[0.0005355717,0.0002529284,0.001685372,0.0009104944,0.0000332244,0.0003869523,0.0001600805,0.001875904,0.7402067,0.05687998,0.004858856,0.1922138],"study_design_scores_gemma":[0.0000970617,0.001187043,0.005173135,0.0001559435,0.00006956097,0.00134688,0.0004119135,0.01179504,0.6579975,0.02854702,0.2931402,0.00007871549],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2609123,0.537266,0.07166224,0.01408793,0.001197237,0.0001330957,0.0004887294,0.0007524468,0.1135002],"genre_scores_gemma":[0.7275386,0.2179889,0.01573151,0.0008010105,0.0008136261,0.00006909968,0.0002654273,0.00004807025,0.03674367],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006691583,"threshold_uncertainty_score":0.02238554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005924101864776619,"score_gpt":0.2116801489465899,"score_spread":0.2057560470818133,"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."}}