{"id":"W4386154939","doi":"10.3791/65828-v","title":"JoVE Video Dataset","year":2023,"lang":"pt","type":"article","venue":"","topic":"Lipid Membrane Structure and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research","keywords":"Model lipid bilayer; Lipid bilayer; Bilayer; Chemistry; Membrane protein; Protein–lipid interaction; Membrane; Biological membrane; Lipid bilayer phase behavior; Biophysics; Chromatography; Integral membrane protein; Biochemistry; Biology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003736642,0.002828682,0.001569033,0.003132622,0.001301607,0.00266629,0.002555811,0.002384905,0.2840907],"category_scores_gemma":[0.003439906,0.0005707638,0.001059153,0.004247868,0.0004048347,0.002091524,0.002096535,0.001487036,0.2335995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00240173,"about_ca_system_score_gemma":0.002891262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1855313,"about_ca_topic_score_gemma":0.4703696,"domain_scores_codex":[0.9994579,0.00005839355,0.00003653767,0.0001681539,0.0001531994,0.0001257273],"domain_scores_gemma":[0.998406,0.0003113154,0.00006770889,0.0003285153,0.0006285446,0.0002579748],"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":[0.00005517372,0.00001554121,0.000194547,0.0003165598,0.00001214409,0.00002234055,0.0000137346,0.0001115786,0.0001166549,0.0001401052,0.9951125,0.003889162],"study_design_scores_gemma":[0.0000735002,0.00002304315,0.002303546,0.0003058353,0.00003091487,0.0000973325,0.000147445,0.0007474669,0.0005179816,0.0007366311,0.9949684,0.0000480015],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002452562,0.00036732,0.0001950885,0.0001530883,0.0001384427,0.00004275451,0.9902627,0.002403561,0.006191677],"genre_scores_gemma":[0.001335593,0.0003396982,0.001007641,0.0001341562,0.00003156182,0.00008869165,0.9887782,0.0004609254,0.00782347],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.2840907,"threshold_uncertainty_score":0.9503779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01825292547349634,"score_gpt":0.2916334751864864,"score_spread":0.2733805497129901,"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."}}