{"id":"W4386317369","doi":"10.17504/protocols.io.dm6gp337dvzp/v2","title":"Qaigen RNEasy RNA extration protocol v2","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; Medicine; Environmental science; 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":[0.004125353,0.006051402,0.00703726,0.004889255,0.003305553,0.003166972,0.00560117,0.002075057,0.06175639],"category_scores_gemma":[0.003907005,0.003228827,0.003208557,0.004020933,0.00243318,0.001304863,0.003272065,0.007510012,0.08115469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001177431,"about_ca_system_score_gemma":0.003032867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002799606,"about_ca_topic_score_gemma":0.007046119,"domain_scores_codex":[0.9934493,0.001264596,0.0006340389,0.001966991,0.001802105,0.0008829875],"domain_scores_gemma":[0.9982888,0.0003705468,0.0001169355,0.0007137697,0.0003535256,0.0001562944],"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":[0.00114652,0.0006535628,0.001205708,0.006047415,0.000313262,0.001182508,0.0009623345,0.002183652,0.7210196,0.01393075,0.1721076,0.0792469],"study_design_scores_gemma":[0.0002829306,0.0006938447,0.002671425,0.0005009187,0.0002929696,0.001290656,0.0001042208,0.003915115,0.151861,0.005196861,0.8329188,0.0002712476],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"protocol","genre_scores_codex":[0.02164512,0.007905749,0.7559721,0.0007369203,0.002640073,0.01668278,0.09967353,0.04310348,0.05164026],"genre_scores_gemma":[0.01996366,0.005707827,0.5755026,0.001845941,0.000663768,0.0269722,0.2561618,0.01650876,0.09667359],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.06175639,"threshold_uncertainty_score":0.2065957,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03657335893067148,"score_gpt":0.3566144886687723,"score_spread":0.3200411297381008,"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."}}