{"id":"W1976123969","doi":"10.1117/12.405315","title":"<title>Characterization of optical devices based on liquid crystals embedded in porous thin films</title>","year":2000,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Liquid Crystal Research Advancements","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Liquid crystal; Materials science; Microstructure; Thin film; Birefringence; Characterization (materials science); Composite number; Optical rotation; Circular dichroism; Polymer; Optoelectronics; Optics; Nanotechnology; Composite material; Crystallography; Chemistry","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001271394,0.0001361374,0.0001340083,0.0002286531,0.0001341491,0.0003211955,0.000210905,0.000183304,0.0007277018],"category_scores_gemma":[0.0002642099,0.00009318475,0.00008766544,0.000170801,0.000213047,0.0002193143,0.00007982016,0.0002095286,0.0001451349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002307213,"about_ca_system_score_gemma":0.0001357088,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008111467,"about_ca_topic_score_gemma":0.001136228,"domain_scores_codex":[0.9999182,0.000004009884,0.000005617102,0.00001673879,0.00004033839,0.00001509204],"domain_scores_gemma":[0.9998049,0.00006299793,0.00006868812,0.00001686138,0.00003144735,0.00001512456],"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":[0.00001930308,0.00001459778,0.0002548061,0.0000182267,0.000001425445,0.00004092132,0.000007082985,0.00005843468,0.9982979,0.00005554165,0.00003296862,0.00119883],"study_design_scores_gemma":[0.000002612485,0.00004705162,0.002060728,0.000001655743,0.000002176911,0.00004943399,0.000006737324,0.0006216483,0.9968491,0.000008192082,0.0003485324,0.000002102172],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951747,0.000325959,0.002507622,0.00003754257,0.00001691125,0.00002375208,0.0004259393,0.00008727778,0.001400223],"genre_scores_gemma":[0.988878,0.0003595785,0.008096008,0.00002855136,0.00000931045,0.00003673585,0.0006683795,0.00003481718,0.00188872],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008111467,"threshold_uncertainty_score":0.002434433,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01152632861731105,"score_gpt":0.2506145788330988,"score_spread":0.2390882502157878,"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."}}