{"id":"W1547157225","doi":"10.1002/9780470439098.ch4","title":"Amorphous Azobenzene Polymers for Light‐Induced Surface Patterning","year":2008,"lang":"en","type":"other","venue":"","topic":"Liquid Crystal Research Advancements","field":"Materials Science","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Azobenzene; Mass transport; Amorphous solid; Polymer; Surface (topology); Nanotechnology; Materials science; Chemical physics; Chemistry; Physics; Crystallography; Composite material; Engineering physics","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":[0.00006206257,0.0003564021,0.0001859163,0.0002906836,0.0003322845,0.0005810595,0.0003046502,0.0002134491,0.0100432],"category_scores_gemma":[0.00005525985,0.0001653061,0.0001713327,0.0003068396,0.0001555027,0.0005871948,0.0003049454,0.0004610652,0.001859353],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003412651,"about_ca_system_score_gemma":0.0001494285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004906085,"about_ca_topic_score_gemma":0.001345746,"domain_scores_codex":[0.9999267,0.000004007315,0.000002593288,0.00001463199,0.000034209,0.00001778201],"domain_scores_gemma":[0.999979,0.000006987042,0.000003779964,0.000003954484,0.000003496589,0.000002779128],"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":[0.00004115209,0.00004063337,0.00009293305,0.000249663,0.000005645704,0.00008772165,0.00004925213,0.0002748788,0.973946,0.007950873,0.001908885,0.01535226],"study_design_scores_gemma":[0.000009823289,0.00005135572,0.0005183353,0.00001638085,0.000009284747,0.00007604845,0.00002335978,0.001293573,0.9732222,0.0005440554,0.02422858,0.000007055794],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6343278,0.03344347,0.049973,0.001012886,0.0008987496,0.0004158331,0.001248704,0.001216749,0.2774628],"genre_scores_gemma":[0.8443276,0.01889127,0.01583682,0.00019974,0.0001633606,0.0001341941,0.0007109492,0.0001935752,0.1195427],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0100432,"threshold_uncertainty_score":0.03359789,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03338097999728048,"score_gpt":0.3034398810575924,"score_spread":0.2700589010603119,"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."}}