{"id":"W4381735313","doi":"10.3791/65463-v","title":"JoVE Video Dataset","year":2023,"lang":"pt","type":"article","venue":"","topic":"Probiotics and Fermented Foods","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Lactobacillus reuteri; Biology; Computer science; Genetics; Lactobacillus; Bacteria","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":[],"category_scores_codex":[0.0005603766,0.001494662,0.001119091,0.003032544,0.0009139124,0.002374619,0.00224596,0.001799504,0.3696595],"category_scores_gemma":[0.004702347,0.0003228136,0.0008969085,0.003039306,0.0002625628,0.002172672,0.002309907,0.001248106,0.2596086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009980691,"about_ca_system_score_gemma":0.001546492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01944201,"about_ca_topic_score_gemma":0.05691018,"domain_scores_codex":[0.999519,0.00007078665,0.00004136575,0.000145535,0.0001488879,0.00007435334],"domain_scores_gemma":[0.9985731,0.0004406473,0.00008125698,0.0002274097,0.0004915101,0.0001860186],"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":[0.00008134229,0.00002177868,0.0003330369,0.0005128658,0.00001083631,0.00003641591,0.00002580652,0.0001272705,0.0001720526,0.0004098992,0.9851257,0.01314302],"study_design_scores_gemma":[0.00005295601,0.00002735549,0.001585383,0.0003044013,0.0000176819,0.0000878667,0.00012289,0.0006505481,0.0003930052,0.001652784,0.9950746,0.00003045922],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004593535,0.0004768526,0.0009495532,0.0003975328,0.0002790215,0.0001172307,0.9771309,0.003806356,0.01638327],"genre_scores_gemma":[0.002640907,0.0006806446,0.004215121,0.0005012224,0.00009287462,0.0004370354,0.9725941,0.001042289,0.01779573],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.3696595,"threshold_uncertainty_score":0.8991043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0492658789453158,"score_gpt":0.2705104691594774,"score_spread":0.2212445902141616,"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."}}