{"id":"W4397029190","doi":"10.3791/66792-v","title":"JoVE Video Dataset","year":2024,"lang":"pt","type":"article","venue":"","topic":"Barrier Structure and Function Studies","field":"Neuroscience","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Centre for Addiction and Mental Health","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001176961,0.0002132265,0.0001817373,0.0001074305,0.0002408791,0.0003938288,0.0002142585,0.00008180855,0.005558422],"category_scores_gemma":[0.0001499104,0.0001588375,0.00008076974,0.0005450825,0.0001610105,0.0003261079,0.0002501442,0.0002873918,0.006020743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002393611,"about_ca_system_score_gemma":0.00006189699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003400852,"about_ca_topic_score_gemma":0.00002832982,"domain_scores_codex":[0.9984301,0.00005577241,0.0002294857,0.0006798211,0.0002857308,0.0003190495],"domain_scores_gemma":[0.9991819,0.0002433092,0.00002218572,0.0004208483,0.00001823681,0.0001134798],"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":[0.00001184989,0.000009205141,0.00004131321,0.00007170098,0.00003328371,0.0001167785,0.0004052345,0.000001160777,0.004174453,0.01486611,0.9745805,0.005688432],"study_design_scores_gemma":[0.00009124487,0.00006779952,0.0002071593,0.00003058151,0.00006399881,0.00006306771,0.0002281895,0.0006473121,0.009489661,0.000443248,0.9884663,0.0002014558],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.00833625,0.05302653,0.03534679,0.06761517,0.1495188,0.001990283,0.06768835,0.003447382,0.6130304],"genre_scores_gemma":[0.8507727,0.0007292545,0.00005679121,0.01246751,0.001058807,0.000014792,0.0001691573,0.0000427485,0.1346882],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8424365,"threshold_uncertainty_score":0.9953507,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04509708456977771,"score_gpt":0.3122522817532946,"score_spread":0.2671551971835168,"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."}}