{"id":"W4212946381","doi":"10.31224/osf.io/p5xcd","title":"Humanoid Eyes: Perspective &amp;amp; Challenges","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Gaze Tracking and Assistive Technology","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Perspective (graphical); Sophistication; Humanoid robot; Saccadic masking; Computer science; Human–computer interaction; Cognitive science; Artificial intelligence; Eye movement; Psychology; Sociology; Robot","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":[0.003236463,0.0009120487,0.0007251073,0.001037096,0.002105533,0.006206342,0.001587054,0.005754332,0.01621153],"category_scores_gemma":[0.003462245,0.0003751676,0.0006283332,0.0008403247,0.004990919,0.01128126,0.003900536,0.005693439,0.005641184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001578049,"about_ca_system_score_gemma":0.001225095,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001497275,"about_ca_topic_score_gemma":0.001670583,"domain_scores_codex":[0.9983171,0.0007682492,0.00006063316,0.0003767684,0.0003482664,0.0001290689],"domain_scores_gemma":[0.9972927,0.001284488,0.0001178527,0.0003078582,0.0006557095,0.0003414614],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00006713871,0.00006892161,0.0004993812,0.001003828,0.0000261907,0.0005480588,0.001524055,0.001652589,0.001020004,0.7356285,0.05839413,0.199567],"study_design_scores_gemma":[0.00001252916,0.00008743029,0.0004475775,0.0005785677,0.00001432958,0.00149756,0.002943609,0.003309272,0.0007673571,0.5041841,0.4860925,0.00006524158],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.007541104,0.3162543,0.1697989,0.3023912,0.009403327,0.00006685276,0.00035922,0.0005764481,0.1936087],"genre_scores_gemma":[0.3960237,0.3247325,0.1247347,0.04316345,0.02391954,0.0003830083,0.0004411084,0.0004016617,0.08620028],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01621153,"threshold_uncertainty_score":0.05423301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07893283498835894,"score_gpt":0.3211916582402596,"score_spread":0.2422588232519006,"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."}}