{"id":"W4391527624","doi":"10.3791/2601-v","title":"JoVE Video Dataset","year":2024,"lang":"pt","type":"article","venue":"","topic":"Gaze Tracking and Assistive Technology","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Baycrest Hospital","funders":"","keywords":"Computer science; Artificial intelligence","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":[0.0003795137,0.001428268,0.0008370529,0.002030184,0.0006020474,0.001129615,0.001193171,0.001014821,0.0819521],"category_scores_gemma":[0.002455048,0.0002695074,0.00074548,0.001441066,0.0002005505,0.0008854083,0.001145134,0.0009375353,0.07665001],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004787796,"about_ca_system_score_gemma":0.0008995197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01387319,"about_ca_topic_score_gemma":0.04988552,"domain_scores_codex":[0.9996268,0.00004122618,0.00003242844,0.0001163411,0.0001315562,0.00005169413],"domain_scores_gemma":[0.9990879,0.0001472215,0.00003800226,0.0001777415,0.0004683387,0.00008086786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001630339,0.00004596163,0.000528363,0.0006321277,0.00002763309,0.00008010922,0.00005417598,0.0002045029,0.002198191,0.0003063652,0.9777464,0.01801327],"study_design_scores_gemma":[0.000157515,0.0001234971,0.01228845,0.0004775944,0.00005977464,0.0004290325,0.0002678237,0.003677987,0.004762586,0.002334047,0.9753047,0.0001170291],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.002389971,0.000489209,0.001986816,0.0002430547,0.0004795833,0.0002089679,0.9781117,0.007093006,0.008997666],"genre_scores_gemma":[0.006121188,0.0003611193,0.005965061,0.0002339567,0.00009268585,0.0006028957,0.9761815,0.001248854,0.009192838],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.0819521,"threshold_uncertainty_score":0.274157,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03053062230994534,"score_gpt":0.3016346848972956,"score_spread":0.2711040625873502,"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."}}