{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006480615,0.0002098608,0.000221774,0.0002722382,0.0002761241,0.00009679936,0.0002700315,0.00007224023,0.0002543217],"category_scores_gemma":[0.00006064651,0.0001863684,0.00004102951,0.0008545339,0.0008923417,0.0005762284,0.0001063255,0.0002298753,0.0000799286],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001455477,"about_ca_system_score_gemma":0.00007524568,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001256949,"about_ca_topic_score_gemma":0.000003920116,"domain_scores_codex":[0.9984336,0.0000513265,0.0002288829,0.0004161717,0.0004008048,0.0004691507],"domain_scores_gemma":[0.9993931,0.00004141867,0.0000407429,0.0001673497,0.00009089219,0.0002664694],"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":[0.000001324558,0.00002655398,0.08200216,0.00001119604,0.00003902198,0.00002359571,0.0003487836,0.001751794,0.9144321,0.00003943609,0.0005115307,0.0008124756],"study_design_scores_gemma":[0.0003332555,0.0001151661,0.1913676,0.00005842215,0.0000505048,0.0001205836,0.0001756542,0.06410634,0.7421007,0.000467739,0.0006053043,0.0004987196],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902885,0.0001486354,0.00003617323,0.0008089522,0.0001639009,0.00009117497,0.000001505768,0.00009043636,0.008370748],"genre_scores_gemma":[0.9950026,0.000004281016,0.004387964,0.0002545486,0.0001422892,0.00001949848,0.000001958885,0.0000166476,0.000170213],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1723314,"threshold_uncertainty_score":0.7599884,"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."}}