{"id":"W3197966569","doi":"","title":"The brighter the flash, the more synchronized the oscillatory potential response: A Hilbert transform analysis","year":2021,"lang":"en","type":"article","venue":"Investigative Ophthalmology & Visual Science","topic":"stochastic dynamics and bifurcation","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal; Université de Montréal; Hôpital Maisonneuve-Rosemont; École de Technologie Supérieure; McGill University Health Centre","funders":"","keywords":"Hilbert transform; Flash (photography); Physics; Mathematics; Optics; Statistics","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":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.002091792,0.0002136182,0.0002049756,0.00005723638,0.003092249,0.0003209269,0.001096257,0.00004906534,0.0001407551],"category_scores_gemma":[0.0001814646,0.00008554712,0.0002368475,0.002058808,0.007547723,0.0001515068,0.0002175962,0.0003755314,0.00003072649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007899993,"about_ca_system_score_gemma":0.0008738911,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002236229,"about_ca_topic_score_gemma":0.00002234884,"domain_scores_codex":[0.9975518,0.0005717985,0.0003081007,0.0004926837,0.0005700356,0.0005056087],"domain_scores_gemma":[0.9976448,0.001122688,0.0001839201,0.0006071124,0.0003328108,0.0001087137],"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":[0.001079924,0.0007576742,0.05653735,0.00001625268,0.00525956,0.0001864453,0.03991667,0.01067019,0.7261975,0.1344622,0.002411174,0.02250503],"study_design_scores_gemma":[0.001233741,0.0004122134,0.6281439,0.00004454865,0.001513763,0.0003121139,0.0126727,0.1849442,0.05405864,0.1106896,0.005059163,0.0009153468],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9761828,0.0001084258,0.0008103794,0.02055858,0.000348024,0.0003416925,0.00002117041,0.00001068838,0.001618271],"genre_scores_gemma":[0.9978975,0.000001721431,0.00006358002,0.0004149904,0.0002066698,0.00009479671,0.000009724292,0.000009713684,0.001301274],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6721389,"threshold_uncertainty_score":0.9982056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01176336022887262,"score_gpt":0.2982982182893539,"score_spread":0.2865348580604812,"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."}}