{"id":"W4200080942","doi":"10.3791/1352-v","title":"JoVE Video Dataset","year":2021,"lang":"pt","type":"article","venue":"","topic":"Molecular Biology Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Centrifugation; Chromatography; Chemistry; Lysis; Phenol; Lysis buffer; DNA; Biochemistry; Organic chemistry","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":[0.0005198214,0.001747417,0.001170123,0.002971736,0.0008383751,0.001884736,0.00247895,0.001706619,0.2302987],"category_scores_gemma":[0.002811688,0.0003826222,0.0009826242,0.002692204,0.0002528794,0.001592836,0.001822603,0.00118784,0.1928144],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008953703,"about_ca_system_score_gemma":0.001482663,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01520555,"about_ca_topic_score_gemma":0.04965186,"domain_scores_codex":[0.9995682,0.00005213061,0.00003174766,0.0001346998,0.000141159,0.00007213749],"domain_scores_gemma":[0.9991558,0.0002276907,0.00005245863,0.0001682317,0.0002937707,0.0001022372],"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":[0.00007721948,0.00002324795,0.0003308207,0.0006830997,0.00001869779,0.00003285783,0.00002723431,0.0002195658,0.0004244839,0.0005946089,0.9891616,0.008406553],"study_design_scores_gemma":[0.00007243019,0.00003316548,0.00192734,0.0002714321,0.0000288756,0.0001019975,0.00008245528,0.001188951,0.0009056408,0.002387227,0.9929593,0.00004124863],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0004035833,0.0003452619,0.0007765148,0.0001698699,0.0001293243,0.0000551775,0.9839889,0.005701159,0.008430118],"genre_scores_gemma":[0.001641082,0.0003927937,0.003706797,0.0002220781,0.00003108758,0.0002612864,0.9853456,0.001151572,0.007247645],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2302987,"threshold_uncertainty_score":0.770426,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0122509061954462,"score_gpt":0.2964585722623946,"score_spread":0.2842076660669484,"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."}}