{"id":"W1137243787","doi":"","title":"Light Scatter and Scanning Laser Doppler Flowmetry Assessment","year":2005,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"Flow Measurement and Analysis","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University of Waterloo","funders":"","keywords":"Laser Doppler velocimetry; Optics; Doppler effect; Laser; Materials science; Medicine; Radiology; Physics; Blood flow; Astronomy","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":[0.00145911,0.0004078421,0.0004498565,0.004413299,0.0005265295,0.0006231293,0.0002994978,0.0007955843,0.003580495],"category_scores_gemma":[0.004787019,0.0002765958,0.0004260227,0.0007699628,0.0004532823,0.0008855378,0.000379573,0.0006268731,0.0005167565],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003330996,"about_ca_system_score_gemma":0.0006964709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002640021,"about_ca_topic_score_gemma":0.002193518,"domain_scores_codex":[0.9993321,0.0001210777,0.00007345528,0.00007447746,0.0003370337,0.00006176759],"domain_scores_gemma":[0.9980411,0.0008604893,0.0001841624,0.0001043291,0.0006440964,0.0001658391],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00490847,0.0003733892,0.6287102,0.0003145385,0.0001649848,0.005245418,0.001378702,0.003394157,0.1819231,0.002337741,0.001392999,0.1698564],"study_design_scores_gemma":[0.0001583743,0.002204833,0.7127792,0.0001622925,0.0004324389,0.05006235,0.0008634968,0.04328962,0.1786418,0.003731772,0.007541979,0.0001317795],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9622419,0.001506985,0.02804091,0.000232198,0.00004877487,0.00009610513,0.0002345388,0.0002873071,0.007311304],"genre_scores_gemma":[0.9863364,0.0004327509,0.009538911,0.0000922266,0.00005062052,0.0000378815,0.0001076438,0.00005931196,0.003344311],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004413299,"threshold_uncertainty_score":0.01197791,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02821418006018814,"score_gpt":0.3077962556982108,"score_spread":0.2795820756380227,"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."}}