{"id":"W2298519974","doi":"10.6000/1927-5129.2016.12.18","title":"Surface Behavior and Thickness Measurement of Free Standing Thin Film of Liquid Crystal Compound Biphenyl (E7)","year":2016,"lang":"en","type":"article","venue":"Journal of Basic & Applied Sciences","topic":"Liquid Crystal Research Advancements","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Thin film; Biphenyl; Materials science; Monochromatic color; Optics; Liquid crystal; Liquid-crystal display; Optoelectronics; Chemistry; Nanotechnology; Physics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006570608,0.0001702877,0.0004665879,0.0001840421,0.0001970029,0.00007973897,0.001015442,0.00005065732,0.0002471329],"category_scores_gemma":[0.0004151563,0.0001021631,0.00007136581,0.0003395076,0.00136501,0.0006958183,0.0003372424,0.0001280574,0.000002521388],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001591983,"about_ca_system_score_gemma":0.0005088862,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002448479,"about_ca_topic_score_gemma":0.00002380811,"domain_scores_codex":[0.995269,0.0001245098,0.0008710978,0.0002868797,0.003019189,0.0004293254],"domain_scores_gemma":[0.9976358,0.0003187212,0.0009919794,0.0002766608,0.000573147,0.0002036753],"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":[0.0004010865,0.0001332586,0.0009090971,0.00005618222,0.00001227982,0.000007517572,0.0003369594,0.0001450681,0.9966756,0.0009479457,0.000113694,0.0002613319],"study_design_scores_gemma":[0.001392016,0.0013334,0.001207345,0.0003613315,0.00003283805,0.00003431473,0.001158592,0.00002251618,0.9924107,0.001707586,0.0001835262,0.0001557999],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994439,0.000382672,0.003720363,0.0002312721,0.0002621012,0.000253919,0.00004730272,0.00000796812,0.0006553994],"genre_scores_gemma":[0.9924563,0.0000729228,0.007368293,0.00001512358,0.00004656748,0.000004380159,1.128085e-7,0.00000951246,0.00002682992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006155452,"threshold_uncertainty_score":0.5029436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05525623694416803,"score_gpt":0.3054316471770205,"score_spread":0.2501754102328525,"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."}}