{"id":"W2030793900","doi":"10.1109/mwscas.2009.5236125","title":"Dynamic pupil reacting to incident light dedicated to ocular implants","year":2009,"lang":"en","type":"article","venue":"","topic":"Advanced Optical Imaging Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs; CMC Microsystems","keywords":"Pupil; IRIS (biosensor); Computer science; Controller (irrigation); Human eye; Computer vision; Visual prosthesis; Anisocoria; Light intensity; Compound eye; Artificial intelligence; Optics; Physics; Biometrics; Retina","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001242632,0.000172792,0.0001468677,0.00008513111,0.0001230427,0.0002883377,0.0003358605,0.0003263175,0.001719596],"category_scores_gemma":[0.0002578854,0.000118315,0.0002082023,0.00005762648,0.0002364258,0.0003334838,0.0002810674,0.0001723933,0.0002566516],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001616734,"about_ca_system_score_gemma":0.0001109463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009008586,"about_ca_topic_score_gemma":0.0001125812,"domain_scores_codex":[0.9998555,0.00002766248,0.000007592463,0.00003977984,0.00005175184,0.00001763409],"domain_scores_gemma":[0.9998121,0.00007281365,0.00004106798,0.00002501082,0.00003512137,0.0000139091],"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":[0.0001197247,0.00001446222,0.0004294281,0.00008630654,0.000009084141,0.000152276,0.00005168966,0.001111902,0.9799028,0.00109318,0.000208035,0.01682099],"study_design_scores_gemma":[0.00006054816,0.0008396744,0.006836721,0.000020251,0.00005413322,0.002438896,0.00007171473,0.02993651,0.9406233,0.0006553422,0.01843179,0.000031057],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6312774,0.001907393,0.3537279,0.0002449193,0.0002812465,0.00009926178,0.00007958584,0.0008730127,0.01150938],"genre_scores_gemma":[0.9185202,0.0005094713,0.07563916,0.00009871428,0.0000556346,0.00006017302,0.00005140739,0.00005309105,0.005012205],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001719596,"threshold_uncertainty_score":0.005752623,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005239079031161872,"score_gpt":0.2481059830336199,"score_spread":0.242866904002458,"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."}}