{"id":"W2329280391","doi":"10.1364/biomed.2012.btu3a.49","title":"Speckle contrast at deviations from best focus in microfluidic and in vivo","year":2012,"lang":"en","type":"article","venue":"","topic":"Photoacoustic and Ultrasonic Imaging","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Speckle pattern; Contrast (vision); Optics; Focus (optics); Microfluidics; Speckle imaging; Materials science; Depth of focus (tectonics); Physics; Nanotechnology; Geology","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":[0.0005191299,0.0002864764,0.0003091322,0.0002821858,0.0003039026,0.0004377655,0.0002457581,0.0005140179,0.000931944],"category_scores_gemma":[0.0008933656,0.0002931913,0.0001489197,0.0002378991,0.0006507406,0.0003160212,0.0003960311,0.0005929111,0.0001149345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000598395,"about_ca_system_score_gemma":0.0004302555,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001354266,"about_ca_topic_score_gemma":0.001888815,"domain_scores_codex":[0.9998069,0.00002508199,0.00001326658,0.00004222082,0.00006118869,0.00005135978],"domain_scores_gemma":[0.9993401,0.0003171301,0.0001635995,0.00004634739,0.00006546323,0.00006724484],"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":[0.0002098243,0.00002797372,0.0006638833,0.00003429115,0.000005964929,0.00007293549,0.00008296128,0.0005389286,0.9968637,0.0001668156,0.00003964478,0.001293147],"study_design_scores_gemma":[0.00003695119,0.0004586052,0.02374088,0.00001507352,0.00002795573,0.0003876703,0.00009445378,0.004524288,0.9698222,0.0002859229,0.0005765379,0.00002934968],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928151,0.0005925232,0.005389491,0.00007613315,0.00001732403,0.00001251154,0.0001609642,0.00004970088,0.0008862021],"genre_scores_gemma":[0.9941806,0.0004680935,0.00397844,0.00005446942,0.00001177061,0.00003623459,0.0001582472,0.0000327704,0.001079456],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001354266,"threshold_uncertainty_score":0.004341722,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008011546106854827,"score_gpt":0.2015475433685984,"score_spread":0.1935359972617436,"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."}}