{"id":"W4395083130","doi":"10.3791/66257-v","title":"JoVE Video Dataset","year":2024,"lang":"pt","type":"article","venue":"","topic":"Atomic and Subatomic Physics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Paul's Hospital; University of British Columbia","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":[0.0004786859,0.001497575,0.001038473,0.002680838,0.0008790704,0.001858953,0.001891644,0.00171454,0.2704141],"category_scores_gemma":[0.003369707,0.0002684933,0.0007838282,0.002922688,0.0002632371,0.001479111,0.001654994,0.001061589,0.1991451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007735917,"about_ca_system_score_gemma":0.001379633,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01630662,"about_ca_topic_score_gemma":0.04345214,"domain_scores_codex":[0.999559,0.00005718205,0.00003672938,0.0001498862,0.0001303944,0.00006685093],"domain_scores_gemma":[0.9990532,0.0002842153,0.00005235639,0.0001764938,0.0003318668,0.0001017646],"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":[0.0001372497,0.00004493844,0.000549425,0.0006481408,0.00001884805,0.000074991,0.00002866034,0.0003439482,0.0005088685,0.0006369498,0.971695,0.02531301],"study_design_scores_gemma":[0.00006759528,0.00003972256,0.002663935,0.0003181815,0.00002588876,0.0001825438,0.0001463922,0.001780053,0.001012037,0.002179191,0.9915467,0.00003783856],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0009278256,0.0005500056,0.001414027,0.000306189,0.000273896,0.000145496,0.9776484,0.00348168,0.01525246],"genre_scores_gemma":[0.003029867,0.0004730514,0.00414622,0.0002398813,0.00006625883,0.0003165732,0.9803805,0.0005759293,0.0107717],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2704141,"threshold_uncertainty_score":0.9046251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02912571226826214,"score_gpt":0.3422974895392362,"score_spread":0.313171777270974,"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."}}