{"id":"W1987790016","doi":"10.1002/1521-4095(200008)12:15<1129::aid-adma1129>3.0.co;2-a","title":"Formation of a Buried Lateral Density Grating in Azobenzene Polymer Films","year":2000,"lang":"en","type":"article","venue":"Advanced Materials","topic":"Liquid Crystal Research Advancements","field":"Materials Science","cited_by":43,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University; Royal Military College of Canada","funders":"","keywords":"Azobenzene; Materials science; Grating; Polymer; Annealing (glass); Polarization (electrochemistry); Optics; Inscribed figure; 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006010252,0.0001661912,0.0003417657,0.00009096805,0.0000674849,0.00005640481,0.000229871,0.00005456853,0.005893352],"category_scores_gemma":[0.0001441468,0.0001525565,0.00002992206,0.000171721,0.00005990248,0.001165907,0.00008640587,0.00005168223,0.0001008349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000834163,"about_ca_system_score_gemma":0.00003852944,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001880366,"about_ca_topic_score_gemma":0.00003514445,"domain_scores_codex":[0.9979991,0.0001384832,0.000633829,0.0002781153,0.0004702593,0.0004802341],"domain_scores_gemma":[0.9992889,0.00005189465,0.0001791497,0.0003027607,0.0001000641,0.00007728598],"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":[0.0004192656,0.00005065323,0.00003464718,0.00007117668,0.000001819517,0.000009948933,0.00020677,0.001266197,0.9967936,0.00009031956,0.00001975191,0.001035821],"study_design_scores_gemma":[0.0008739974,0.0001124061,0.0003301178,0.0001025076,0.000002987905,0.000005626987,0.00004375491,0.0001016701,0.9975497,0.0006302282,0.00009733567,0.0001497022],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984711,0.00005563125,0.0002738484,0.00004702851,0.000179766,0.0003670009,0.00009710898,0.00005304794,0.0004554174],"genre_scores_gemma":[0.9942558,0.00003919906,0.005188311,0.00006865175,0.00003586537,0.00005762059,0.00002993325,0.00001997336,0.0003046849],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005792517,"threshold_uncertainty_score":0.9950154,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0140543434859347,"score_gpt":0.2867094028291891,"score_spread":0.2726550593432544,"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."}}