{"id":"W4286484965","doi":"10.1119/5.0087798","title":"Quantitative measurement of birefringence in transparent films across the visible spectrum","year":2022,"lang":"en","type":"article","venue":"arXiv (Cornell University)","topic":"Color Science and Applications","field":"Physics and Astronomy","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Trent University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Birefringence; Polarizer; Optics; Cellophane; Refractometer; Refractive index; Optoelectronics; Incandescent light bulb; Polarization (electrochemistry); Spectrometer; Materials science; Physics; Composite material","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":[0.0004435006,0.0004964964,0.0002111037,0.001508203,0.0005248044,0.0003957424,0.0003111846,0.0003576616,0.002702311],"category_scores_gemma":[0.0006719986,0.0002292504,0.0001558838,0.0008737377,0.0004629084,0.0005774287,0.0003744954,0.0007218245,0.0003000331],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002639697,"about_ca_system_score_gemma":0.0001593474,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007909916,"about_ca_topic_score_gemma":0.001781594,"domain_scores_codex":[0.9996321,0.00004648268,0.00002309162,0.00009584246,0.0001523507,0.00005011139],"domain_scores_gemma":[0.9992648,0.0002634922,0.000163355,0.00009240232,0.0001646029,0.0000514317],"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":[0.00002650127,0.00002163264,0.0006207412,0.00004391274,0.000006013667,0.00002745592,0.00004950391,0.00005730278,0.9959124,0.00008499994,0.0000479877,0.003101465],"study_design_scores_gemma":[0.000005840174,0.0001917365,0.01452925,0.00001726083,0.00002374369,0.0002022204,0.0001716893,0.0008730012,0.9831706,0.00009622728,0.0007044091,0.00001393955],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9535009,0.001368932,0.03763947,0.00007675225,0.0000587957,0.00009976242,0.0006447379,0.0003721798,0.006238471],"genre_scores_gemma":[0.9479727,0.001749182,0.04692967,0.0000841922,0.00003126373,0.0001357763,0.0004794948,0.0001168183,0.002500856],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002702311,"threshold_uncertainty_score":0.009040177,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1168756767312919,"score_gpt":0.2344038265428438,"score_spread":0.1175281498115519,"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."}}