{"id":"W2067552059","doi":"10.1021/ma0473869","title":"Liquid Crystalline Ionomers Containing Azobenzene Mesogens:  Phase Stability, Photoinduced Birefringence, and Holographic Grating","year":2005,"lang":"en","type":"article","venue":"Macromolecules","topic":"Liquid Crystal Research Advancements","field":"Materials Science","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Université de Sherbrooke","funders":"","keywords":"Azobenzene; Materials science; Liquid crystal; Polymer; Birefringence; Metal ions in aqueous solution; Ionomer; Phase (matter); Diffraction efficiency; Polymer chemistry; Thermal stability; Azo compound; Photochemistry; Metal; Chemistry; Optics; Copolymer; Organic chemistry; Grating; Optoelectronics; 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"],"consensus_categories":[],"category_scores_codex":[0.001011697,0.0003060469,0.0003459959,0.0002074036,0.0003440172,0.000203552,0.0003859354,0.0000811069,0.0006415311],"category_scores_gemma":[0.0003197672,0.0002880524,0.00007592909,0.0003046659,0.0003101538,0.0004915636,0.0004173869,0.0001964233,0.00005062989],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001093701,"about_ca_system_score_gemma":0.00008402616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005417558,"about_ca_topic_score_gemma":0.0001213661,"domain_scores_codex":[0.997173,0.000192964,0.0005351837,0.0007381305,0.0005338329,0.0008269351],"domain_scores_gemma":[0.9987824,0.0001319854,0.0001799623,0.0004303856,0.0001526775,0.0003225694],"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":[0.0003688138,0.0001833022,0.0002187816,0.00003758142,0.00001838406,0.00004811687,0.0003434521,0.00004280508,0.9955428,0.0001743979,0.00001009547,0.003011437],"study_design_scores_gemma":[0.001797608,0.001323839,0.00009363235,0.00005253319,0.00001742202,0.0000237298,0.0005677836,0.0007735438,0.9929346,0.0002258754,0.001825146,0.0003643215],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957967,0.0009085246,0.001588786,0.0002730851,0.00007849823,0.0004865357,0.00008210026,0.000246001,0.0005397947],"genre_scores_gemma":[0.9933326,0.0001446884,0.006005002,0.0002453106,0.00008872215,0.00009317508,0.00001477447,0.00005484325,0.00002087879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004416216,"threshold_uncertainty_score":0.9999571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03480200920812558,"score_gpt":0.3154814550511092,"score_spread":0.2806794458429837,"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."}}