{"id":"W4396828844","doi":"10.3791/66859-v","title":"JoVE Video Dataset","year":2024,"lang":"pt","type":"article","venue":"","topic":"EEG and Brain-Computer Interfaces","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"College Ahuntsic","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":[0.0003569929,0.001958802,0.001110176,0.003109406,0.000860917,0.001636324,0.00162262,0.001425086,0.138977],"category_scores_gemma":[0.002323654,0.0002321962,0.0009710038,0.002611323,0.0002171579,0.001446649,0.00174185,0.0009262264,0.1302037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006430687,"about_ca_system_score_gemma":0.0009650408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01479958,"about_ca_topic_score_gemma":0.0379874,"domain_scores_codex":[0.9994799,0.00006597658,0.00005107979,0.0001500038,0.0001606898,0.00009219466],"domain_scores_gemma":[0.9993624,0.0001278305,0.00003794739,0.0001239407,0.000264156,0.00008366596],"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":[0.0003463603,0.0001152106,0.0009972869,0.001153744,0.00003465593,0.0001587293,0.00006388783,0.0004008981,0.001091053,0.0005590486,0.9436935,0.05138573],"study_design_scores_gemma":[0.0001206148,0.0001333845,0.007768983,0.0005063257,0.00005808667,0.0003721642,0.0004761408,0.004268245,0.002133651,0.002001604,0.982079,0.00008177562],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.004044161,0.00141055,0.001984719,0.0003409323,0.0006324391,0.0003878486,0.9515806,0.007741364,0.03187747],"genre_scores_gemma":[0.008291867,0.0006837392,0.004834376,0.0002723254,0.0001044129,0.0004611294,0.9700789,0.0006061729,0.014667],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.138977,"threshold_uncertainty_score":0.4649243,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04538148510583553,"score_gpt":0.3219538526457578,"score_spread":0.2765723675399222,"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."}}