{"id":"W2052292468","doi":"10.1002/pola.26735","title":"Photo‐control of biological systems with azobenzene polymers","year":2013,"lang":"en","type":"article","venue":"Journal of Polymer Science Part A Polymer Chemistry","topic":"Photochromic and Fluorescence Chemistry","field":"Materials Science","cited_by":122,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Azobenzene; Polymer; Nanotechnology; Isomerization; Photoisomerization; Materials science; Micelle; Chemistry; Polymer science; Combinatorial 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008262804,0.0003756836,0.0007694488,0.0001189811,0.000202356,0.0001933366,0.001611404,0.0001848965,0.003099137],"category_scores_gemma":[0.00009364889,0.0002510661,0.0001999723,0.0006254591,0.002236484,0.0008192786,0.0001302633,0.0003353765,0.00004325272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001138524,"about_ca_system_score_gemma":0.0009800047,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002114868,"about_ca_topic_score_gemma":2.298079e-7,"domain_scores_codex":[0.9962186,0.00004707366,0.00112348,0.0005106186,0.001236675,0.0008636009],"domain_scores_gemma":[0.9968506,0.0001102961,0.00131223,0.0005990454,0.0004626045,0.0006653011],"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":[0.0001093724,0.0001492191,0.001626917,0.00005753265,0.00003093865,0.00002172129,0.0001275798,0.000005247063,0.9974045,0.0000171495,0.0002662259,0.0001836183],"study_design_scores_gemma":[0.001026659,0.0001550435,0.0001761759,0.0002198808,0.00004773336,0.0006762432,0.0008019028,0.0001397696,0.9963853,0.000008030844,0.00004393782,0.0003193003],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9888191,0.007479175,0.0002703291,0.0001745563,0.000451704,0.0001687637,0.00003161512,0.000029463,0.002575287],"genre_scores_gemma":[0.9987074,0.00003636814,0.00007400988,0.0001261108,0.0003754809,0.00002600111,0.000001282205,0.00002165947,0.0006317233],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009888258,"threshold_uncertainty_score":0.9999942,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01101523181560081,"score_gpt":0.2212319397334863,"score_spread":0.2102167079178854,"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."}}