{"id":"W3094940355","doi":"10.1117/12.2504382","title":"Nano-fabrication and characterization of non-uniform surface relief gratings in azobenzene molecular glass films","year":2019,"lang":"en","type":"article","venue":"","topic":"Laser Material Processing Techniques","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Military College of Canada","funders":"","keywords":"Materials science; Azobenzene; Optics; Grating; Collimated light; Laser; Interferometry; Fabrication; Diffraction grating; Optoelectronics; Polymer; Physics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000141216,0.000232219,0.0001997798,0.0002183474,0.0001313103,0.0002507185,0.0003335038,0.0002059153,0.0004681248],"category_scores_gemma":[0.0002212376,0.0002139969,0.0001195094,0.0002136723,0.000222859,0.0001846347,0.0001058867,0.0002244247,0.0001410753],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002668206,"about_ca_system_score_gemma":0.0001328026,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00118427,"about_ca_topic_score_gemma":0.001891218,"domain_scores_codex":[0.999826,0.00001249695,0.00001220075,0.00004090602,0.00007906785,0.00002938047],"domain_scores_gemma":[0.9998034,0.00004838708,0.00006080762,0.00003497297,0.00003360887,0.00001893872],"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":[0.000006787298,0.000003251849,0.00006361284,0.00001224861,0.000001134455,0.00001495273,0.000006691917,0.0000293283,0.9995975,0.0000146259,0.000003594306,0.0002462787],"study_design_scores_gemma":[0.000006502454,0.00005865641,0.005196405,0.000001547328,0.000004812204,0.00005930387,0.00001575431,0.0006834319,0.9936932,0.000009059303,0.0002683319,0.000002952662],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945181,0.0004576118,0.004006854,0.00002557055,0.00001021013,0.00002943526,0.0001947849,0.00004596598,0.0007114192],"genre_scores_gemma":[0.9920514,0.0003349029,0.006736577,0.00001405527,0.000004917948,0.00002400796,0.0001943817,0.00001262662,0.0006270369],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00118427,"threshold_uncertainty_score":0.002354801,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00327554406015044,"score_gpt":0.1922817968502261,"score_spread":0.1890062527900757,"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."}}