{"id":"W1988959309","doi":"10.1117/12.695470","title":"Geometry influence on polychromatic speckle contrast","year":2006,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Optical Coherence Tomography Applications","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health Research Institute; University of British Columbia","funders":"Canadian Dermatology Foundation; Dermatology Foundation","keywords":"Speckle pattern; Optics; Contrast (vision); Fresnel diffraction; Speckle noise; Diffraction; Speckle imaging; Fresnel zone; Computer science; Geometry; Physics; Mathematics","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003342244,0.0003832236,0.0004293664,0.0001880784,0.00008559818,0.000133687,0.0009791267,0.0002102584,0.00002366223],"category_scores_gemma":[0.0002376923,0.0003420715,0.0005582894,0.0007268745,0.0002914758,0.0004618536,0.00007826246,0.0004014571,0.00001091501],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001708088,"about_ca_system_score_gemma":0.00001788989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001473203,"about_ca_topic_score_gemma":3.107769e-7,"domain_scores_codex":[0.9976424,9.035044e-9,0.0007800504,0.0003592402,0.0007106105,0.000507701],"domain_scores_gemma":[0.9984952,0.0002216434,0.0002067314,0.00009708688,0.0008444265,0.0001348765],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00002251812,0.0001203319,0.0006089458,0.0003472666,0.0002073208,7.417203e-8,0.00003153201,0.002341139,0.4264478,0.5668775,0.002818737,0.0001768176],"study_design_scores_gemma":[0.00383379,0.001083359,0.05646041,0.001531835,0.000616216,0.00005106355,0.001336852,0.1828385,0.7169095,0.02267556,0.01033745,0.002325485],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9883734,0.0001053766,0.0001056744,0.0007579185,0.0001606958,0.0006399316,0.00007510242,0.0003004036,0.00948147],"genre_scores_gemma":[0.955876,0.00003877631,0.04319802,0.00006349403,0.0003397975,0.0002620872,0.00001007289,0.00008146669,0.0001302897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.544202,"threshold_uncertainty_score":0.9999031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006857443489180595,"score_gpt":0.2119494887024833,"score_spread":0.2050920452133027,"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."}}