{"id":"W2127721939","doi":"10.1016/j.jphotochem.2006.04.021","title":"Novel photo-switching using azobenzene functional materials","year":2006,"lang":"en","type":"article","venue":"Journal of Photochemistry and Photobiology A Chemistry","topic":"Photochromic and Fluorescence Chemistry","field":"Materials Science","cited_by":550,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"","keywords":"Azobenzene; Chromophore; Isomerization; Materials science; Photoisomerization; Polymer; Molecule; Photochromism; Dendrimer; Molecular switch; Photochemistry; Chemistry; Nanotechnology; Polymer chemistry; Organic chemistry; Composite material","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":[],"category_scores_codex":[0.0006668288,0.0004022872,0.0006569586,0.00003672039,0.00022833,0.00009097964,0.0004146963,0.0004784363,0.002806902],"category_scores_gemma":[0.0001134944,0.0003622196,0.0001714358,0.000114186,0.0003126744,0.0002119223,0.0001409051,0.0004715779,0.000005381883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001387106,"about_ca_system_score_gemma":0.0003028451,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009618677,"about_ca_topic_score_gemma":6.698011e-7,"domain_scores_codex":[0.9976879,0.00002964277,0.001043397,0.0004579462,0.0002815558,0.0004995358],"domain_scores_gemma":[0.9981305,0.0001237864,0.0009888947,0.0003084362,0.0002445826,0.0002037905],"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":[0.0003465123,0.0001808656,0.0002920834,0.0002275906,0.00003543617,0.00005184239,0.00002820518,0.00004014033,0.9983807,0.000005196045,0.0003962553,0.00001521715],"study_design_scores_gemma":[0.00140269,0.00002738352,0.0001722559,0.000171525,0.00007787225,0.005637404,0.0001007159,0.00007228115,0.9912665,0.0003257621,0.0003726439,0.0003729717],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969167,0.0003494296,0.000878668,0.00002297197,0.0003146029,0.0001284387,0.000122659,0.00003322195,0.001233319],"genre_scores_gemma":[0.996258,0.00003260813,0.00223487,0.00008575285,0.001121794,0.00001504789,0.00003881104,0.0000295188,0.0001836198],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007114161,"threshold_uncertainty_score":0.999883,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01385072390403092,"score_gpt":0.226311631737301,"score_spread":0.2124609078332701,"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."}}