{"id":"W4362693428","doi":"10.3791/65187-v","title":"JoVE Video Dataset","year":2023,"lang":"pt","type":"article","venue":"","topic":"Antimicrobial agents and applications","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centennial College","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005584293,0.002170197,0.001436143,0.002939563,0.001032605,0.003152314,0.002754385,0.002307722,0.4705281],"category_scores_gemma":[0.002969129,0.0004594907,0.001225494,0.002543562,0.0003262099,0.002440731,0.002819477,0.001410505,0.3151403],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000870338,"about_ca_system_score_gemma":0.001502765,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01342385,"about_ca_topic_score_gemma":0.03461069,"domain_scores_codex":[0.9995054,0.00005685783,0.00003500338,0.0001465466,0.0001673471,0.00008870576],"domain_scores_gemma":[0.9991053,0.000210661,0.00004941779,0.0001357432,0.000362027,0.000136764],"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":[0.0001226044,0.00003411976,0.0002238035,0.000700683,0.00001731631,0.00006518931,0.00004105976,0.0002024421,0.0004907842,0.0005463012,0.9760268,0.02152879],"study_design_scores_gemma":[0.00006461734,0.00004148177,0.001398857,0.0003732959,0.00002822171,0.0001952406,0.00016204,0.001334074,0.0008747416,0.002405095,0.9930711,0.00005124816],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00143703,0.00214908,0.005580938,0.0008892312,0.00134194,0.0004490365,0.8809438,0.02948247,0.07772648],"genre_scores_gemma":[0.007812611,0.002379451,0.01805561,0.001316571,0.0002927192,0.001025193,0.8867568,0.007280377,0.07508055],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.5294719,"threshold_uncertainty_score":0.7552274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03480253500935402,"score_gpt":0.3007535215336778,"score_spread":0.2659509865243238,"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."}}