{"id":"W2912396945","doi":"10.1117/12.2523353","title":"Generation and development of polarization speckle based on random walks of polarization phasor","year":2019,"lang":"en","type":"article","venue":"","topic":"Optical Polarization and Ellipsometry","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Universität Stuttgart; Heriot-Watt University","keywords":"Phasor; Polarization (electrochemistry); Speckle pattern; Polarizer; Optics; Physics; Polarization rotator; Stokes parameters; Random walk; Mathematics; Scattering; Quantum mechanics; Statistics","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":[0.000342513,0.0003175451,0.0005483279,0.000618502,0.0002948615,0.0006584815,0.0003860846,0.0004506379,0.0007018305],"category_scores_gemma":[0.0005847968,0.000350227,0.0005403241,0.0004797315,0.000731457,0.001176838,0.0005065341,0.000588815,0.0002244369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000237984,"about_ca_system_score_gemma":0.0001938735,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001867984,"about_ca_topic_score_gemma":0.000218063,"domain_scores_codex":[0.9997113,0.00005088826,0.00001717614,0.00008006152,0.000104611,0.0000358836],"domain_scores_gemma":[0.9996624,0.0001617566,0.00004836181,0.00004298571,0.00006416781,0.00002037121],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00006489261,0.0001079208,0.002835404,0.001318675,0.000123472,0.000995844,0.000430471,0.0603062,0.248586,0.5296412,0.002114218,0.1534757],"study_design_scores_gemma":[0.00002887952,0.0003970251,0.003293226,0.0001628349,0.00009137989,0.002605032,0.0001764124,0.5483681,0.2421034,0.1415609,0.06098226,0.0002305905],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.06992933,0.0150934,0.8963816,0.000437024,0.0003449986,0.00008201047,0.00009352859,0.0002531531,0.01738501],"genre_scores_gemma":[0.6894266,0.02950031,0.2720847,0.0003557363,0.0003778788,0.0002113489,0.0002693914,0.0001584839,0.007615494],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0007018305,"threshold_uncertainty_score":0.002347887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01366602226066737,"score_gpt":0.2126966893647174,"score_spread":0.19903066710405,"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."}}