{"id":"W3133796575","doi":"10.3389/fnhum.2021.602835","title":"Investigating Arousal, Saccade Preparation, and Global Luminance Effects on Microsaccade Behavior","year":2021,"lang":"en","type":"article","venue":"Frontiers in Human Neuroscience","topic":"Color perception and design","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"Taipei Medical University; Taipei Medical University-Shuang Ho Hospital, Ministry of Health and Welfare; Ministry of Science and Technology, Taiwan","keywords":"Saccade; Microsaccade; Psychology; Arousal; Stimulus (psychology); Eye movement; Luminance; Cognitive psychology; Cognition; Fixation (population genetics); Neuroscience; Saccadic masking; Artificial intelligence; Computer science; Medicine; Population","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":[0.0001707978,0.0001519856,0.0001785527,0.0000789839,0.0002483641,0.0001092386,0.0002090243,0.00009269072,0.00003194295],"category_scores_gemma":[0.0001753893,0.0001706828,0.00003147755,0.0004982349,0.0003425468,0.000144497,0.0000632088,0.0002123859,0.000007475518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009056424,"about_ca_system_score_gemma":0.0000522183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000197464,"about_ca_topic_score_gemma":0.00002771993,"domain_scores_codex":[0.9983179,0.0002167446,0.0002377179,0.0007099557,0.0001900487,0.0003276062],"domain_scores_gemma":[0.9994228,0.00003684366,0.00008407616,0.000316318,0.00002547798,0.0001144508],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003123528,0.0003106747,0.720912,0.00002995638,0.000002306508,0.0003093576,0.002449488,0.00008606775,0.2215501,0.003311089,0.04175228,0.009255449],"study_design_scores_gemma":[0.0005716363,0.0002550274,0.9901779,0.00004016457,0.00000957738,0.00006824881,0.0001947646,0.0002559495,0.004925281,0.0007556187,0.002530998,0.0002148941],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924694,0.0002072106,0.002642345,0.0001429472,0.002184795,0.000302867,0.000006994516,0.00006529056,0.001978141],"genre_scores_gemma":[0.9944747,0.00001201684,0.001536202,0.002295922,0.0000644031,0.00008920064,0.000002822367,0.00001054908,0.001514171],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2692658,"threshold_uncertainty_score":0.6960243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03027998524476961,"score_gpt":0.3473289868732399,"score_spread":0.3170490016284703,"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."}}