{"id":"W2079257560","doi":"10.1117/12.2075206","title":"Near-infrared spectroscopy of image clarity perception in the human brain","year":2014,"lang":"en","type":"article","venue":"Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE","topic":"Visual perception and processing mechanisms","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Dioptre; Snellen chart; Mathematics; Perception; CLARITY; Computer science; Optics; Psychology; Physics; Visual acuity; Chemistry; Neuroscience","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":[0.0002399802,0.000116864,0.0001057838,0.0003471975,0.0001195738,0.0002349951,0.0001031072,0.000204441,0.0008175541],"category_scores_gemma":[0.001361001,0.0001110579,0.00008678585,0.0001847893,0.0002790592,0.0004882493,0.0001971944,0.000225048,0.00009435468],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000125598,"about_ca_system_score_gemma":0.0001403395,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005683643,"about_ca_topic_score_gemma":0.0008641391,"domain_scores_codex":[0.999923,0.00002612046,0.000003041168,0.00001556586,0.00002440975,0.000007795538],"domain_scores_gemma":[0.9997713,0.000108332,0.00004760614,0.00001387615,0.00003899643,0.00001996063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0008534919,0.00009334982,0.01851968,0.0001176221,0.00004195721,0.0001115625,0.0003507574,0.001158925,0.9344888,0.0008748838,0.0001534115,0.04323551],"study_design_scores_gemma":[0.00003648695,0.001182909,0.7476364,0.00003567526,0.00007887588,0.001230401,0.0004932017,0.01744475,0.2274953,0.00372891,0.0005980813,0.00003904866],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919696,0.00040317,0.006614423,0.00005077464,0.000006515059,0.00001178353,0.0000342409,0.00001681994,0.0008925108],"genre_scores_gemma":[0.9960955,0.0002132395,0.003421568,0.00002659685,0.000006970249,0.000006857716,0.00002022081,0.00000421658,0.0002047981],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008175541,"threshold_uncertainty_score":0.002735019,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02197984504200571,"score_gpt":0.2860702821508044,"score_spread":0.2640904371087987,"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."}}