{"id":"W4321763876","doi":"10.3791/64603-v","title":"JoVE Video Dataset","year":2023,"lang":"pt","type":"article","venue":"","topic":"Neurogenetic and Muscular Disorders Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Women and Children’s Health Research Institute","funders":"","keywords":"Spinal cord; Cell culture; Cell type; Biology; Schwann cell; Dorsum; Cell biology; Cell; Neuroscience; French horn; Anatomy; Molecular biology; Genetics","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":[0.0006380164,0.00207797,0.001609938,0.003824993,0.001133484,0.002737817,0.002854548,0.002388479,0.5272505],"category_scores_gemma":[0.00411744,0.0005752104,0.001034629,0.003724349,0.0003282928,0.0023783,0.002527551,0.001467555,0.354574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0010189,"about_ca_system_score_gemma":0.00193318,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01654873,"about_ca_topic_score_gemma":0.04009178,"domain_scores_codex":[0.9994988,0.00005013434,0.0000406029,0.0001511147,0.000173523,0.00008580039],"domain_scores_gemma":[0.9986908,0.0004055319,0.00008073417,0.0001841398,0.0004292778,0.0002094924],"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":[0.00007118909,0.00001945632,0.000232563,0.0007357882,0.00001461348,0.00003795223,0.000025479,0.0001478496,0.0003220474,0.0004833214,0.9900609,0.007848797],"study_design_scores_gemma":[0.0000915558,0.00002589237,0.001643148,0.0004329945,0.00003145359,0.0001130886,0.00009210061,0.000689267,0.0007899299,0.00279686,0.9932388,0.00005493068],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001922603,0.0002459455,0.0006614123,0.0001671952,0.0001342433,0.00006826822,0.9839798,0.005388281,0.009162532],"genre_scores_gemma":[0.001609352,0.0004785056,0.004167107,0.0003613774,0.00004791652,0.0003804993,0.9802651,0.002149442,0.01054067],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4727495,"threshold_uncertainty_score":0.6743198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05971205956366779,"score_gpt":0.3742269800236943,"score_spread":0.3145149204600265,"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."}}