{"id":"W2037756000","doi":"10.1117/12.650457","title":"Enhanced angular domain imaging in turbid media using Gaussian line illumination","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":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"","keywords":"Optics; Collimator; Scattering; Physics; Imaging phantom; Detector; Light scattering; Photon; Multiangle light scattering; Materials science","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005025788,0.0003565756,0.0003979776,0.0002612791,0.0000652855,0.0001019897,0.0007151788,0.0001871167,0.00001462835],"category_scores_gemma":[0.0001864831,0.0003418615,0.0004299026,0.0008197582,0.0002518612,0.0006056351,0.00008708548,0.0003631421,0.000001678271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002741584,"about_ca_system_score_gemma":0.00002186027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002879391,"about_ca_topic_score_gemma":0.000002060094,"domain_scores_codex":[0.9976714,2.119612e-8,0.0008434264,0.0003766707,0.0006069384,0.0005015044],"domain_scores_gemma":[0.9986997,0.000130598,0.0002048057,0.00007813475,0.0007820295,0.000104731],"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":[0.00001741796,0.00007468853,0.0005076469,0.0002251555,0.00006744301,1.420114e-7,0.0001751939,0.002625985,0.7315013,0.264237,0.0002329008,0.000335059],"study_design_scores_gemma":[0.002239173,0.0001223973,0.01261577,0.0007451245,0.0002032722,0.00002343902,0.002485152,0.4076341,0.5536367,0.01821667,0.0009478844,0.001130242],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9932514,0.0001888247,0.001015903,0.0005800922,0.0001806949,0.0005804111,0.00004385928,0.0001892012,0.003969566],"genre_scores_gemma":[0.871206,0.00003409348,0.128113,0.00002165077,0.0003541957,0.0001607572,0.00001644316,0.00007460797,0.00001926253],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4050081,"threshold_uncertainty_score":0.9999033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007860763552576347,"score_gpt":0.2217201845729759,"score_spread":0.2138594210203996,"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."}}