{"id":"W4394978394","doi":"10.3791/66785-v","title":"JoVE Video Dataset","year":2024,"lang":"pt","type":"article","venue":"","topic":"Cystic Fibrosis Research Advances","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Sherbrooke","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005497267,0.001652931,0.001205666,0.00302959,0.0009164901,0.002358388,0.002323061,0.002083651,0.4096305],"category_scores_gemma":[0.004299155,0.0003457847,0.0008915892,0.002973442,0.0002659664,0.002002906,0.00241344,0.001202841,0.2695477],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008738389,"about_ca_system_score_gemma":0.001481372,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01667579,"about_ca_topic_score_gemma":0.04414216,"domain_scores_codex":[0.9995297,0.00006922766,0.00004344797,0.0001431748,0.0001429,0.00007155452],"domain_scores_gemma":[0.9986618,0.000427209,0.00007419044,0.0002082029,0.0004332012,0.0001954257],"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":[0.0001092582,0.00003427769,0.0003839177,0.0005983431,0.00001380962,0.00005275751,0.00002678773,0.0001808254,0.0002598024,0.000452244,0.9803408,0.01754716],"study_design_scores_gemma":[0.00007238051,0.0000348326,0.001965448,0.0003342991,0.00002441244,0.0001357077,0.0001355775,0.001025905,0.0005990202,0.001929207,0.9937045,0.00003862706],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004952375,0.000446361,0.001087491,0.0003304247,0.0002506398,0.0001403433,0.9762388,0.004302882,0.01670781],"genre_scores_gemma":[0.003323956,0.0006828284,0.005343024,0.0004285911,0.00009488087,0.0004829543,0.971351,0.001163431,0.01712936],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5903695,"threshold_uncertainty_score":0.8420905,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03066566745353099,"score_gpt":0.3802835600587109,"score_spread":0.3496178926051799,"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."}}