{"id":"W4392721602","doi":"10.16995/intransition.11328","title":"Eye-Camera-Ninagawa","year":2023,"lang":"en","type":"article","venue":"[in]Transition","topic":"Gaze Tracking and Assistive Technology","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Computer vision; Computer science; Artificial intelligence; Computer graphics (images); Optometry; Medicine","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":[0.0002822092,0.0003074231,0.0001225092,0.0002613308,0.002363097,0.002340161,0.0002825312,0.0006381859,0.01371709],"category_scores_gemma":[0.001073753,0.0001298717,0.0001516859,0.0002423206,0.002176561,0.001896223,0.002234506,0.001413785,0.001674411],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001154806,"about_ca_system_score_gemma":0.0006022399,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006123324,"about_ca_topic_score_gemma":0.0225547,"domain_scores_codex":[0.9997939,0.0000461638,0.000005422341,0.00006604441,0.00005576181,0.00003266266],"domain_scores_gemma":[0.9997068,0.0000724329,0.00003001532,0.00004550268,0.00007518582,0.00006998252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005652143,0.0000858712,0.007522849,0.0006258661,0.00003629118,0.002401924,0.206855,0.0003591426,0.04773874,0.3220005,0.1884534,0.2233552],"study_design_scores_gemma":[0.000009987679,0.00007419938,0.007511058,0.0002093891,0.00002035835,0.0006882839,0.02598583,0.0003704028,0.005397966,0.008889049,0.9508166,0.00002687354],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.123272,0.004904144,0.01649106,0.01006614,0.00286102,0.0000506246,0.000246697,0.000560604,0.8415477],"genre_scores_gemma":[0.7518162,0.00175745,0.005330183,0.001376437,0.0002343025,0.00004176576,0.0001056811,0.0003218275,0.2390163],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01371709,"threshold_uncertainty_score":0.04588825,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01508291026360717,"score_gpt":0.2548639133119358,"score_spread":0.2397810030483286,"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."}}