{"id":"W4386241633","doi":"10.17504/protocols.io.dm6gp337dvzp/v1","title":"Qaigen RNEasy RNA extration protocol v1","year":2023,"lang":"en","type":"preprint","venue":"","topic":"Molecular Biology Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"RNA extraction; Extraction (chemistry); Protocol (science); Wastewater; RNA; Chromatography; Biology; Chemistry; Environmental science; Medicine; Gene; Environmental engineering; Genetics; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.004042516,0.005957309,0.006936746,0.004677702,0.003193562,0.00302383,0.005577277,0.002061257,0.06305236],"category_scores_gemma":[0.003941185,0.00312576,0.003092992,0.003993763,0.002326115,0.001300923,0.00315333,0.007300528,0.08407655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001183337,"about_ca_system_score_gemma":0.002967051,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002770355,"about_ca_topic_score_gemma":0.00718551,"domain_scores_codex":[0.9936864,0.001263837,0.0006106619,0.001853154,0.00175325,0.0008326891],"domain_scores_gemma":[0.9983088,0.0003781226,0.0001170889,0.000702955,0.000347253,0.000145831],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001111404,0.0006519151,0.001182305,0.006122821,0.0002963003,0.001154607,0.0009380361,0.002115622,0.718118,0.01412945,0.1760604,0.07811924],"study_design_scores_gemma":[0.0002461224,0.000690814,0.002631841,0.0005072244,0.0002691399,0.001261653,0.0001015141,0.003569432,0.155474,0.005115104,0.8298759,0.0002573169],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"protocol","genre_scores_codex":[0.0211961,0.007985347,0.7463392,0.0007041827,0.00258045,0.01584012,0.1075345,0.04497752,0.05284264],"genre_scores_gemma":[0.01971229,0.005717332,0.5567733,0.001744818,0.0006429871,0.02654815,0.2782094,0.01620001,0.09445172],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.06305236,"threshold_uncertainty_score":0.2109311,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03443972673649381,"score_gpt":0.3523154502049354,"score_spread":0.3178757234684416,"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."}}