{"id":"W4399265421","doi":"10.17504/protocols.io.n92ld88mnv5b/v1","title":"DNA Extraction from Ethanol Zooplankton Samples - Phenol-Chloroform v1","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Microbial Community Ecology and Physiology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Tula Foundation","funders":"","keywords":"Chloroform; Extraction (chemistry); Ethanol; Chemistry; DNA; Phenol; Zooplankton; Chromatography; Environmental chemistry; Biochemistry; Biology; Organic chemistry; Fishery","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":[0.0009846325,0.001940536,0.001128596,0.002049821,0.001134044,0.000729184,0.001107685,0.0009579015,0.01454893],"category_scores_gemma":[0.001399599,0.0008327466,0.0006513536,0.001534288,0.0006186338,0.000488524,0.001012518,0.001851677,0.02410892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002682671,"about_ca_system_score_gemma":0.001033977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001509753,"about_ca_topic_score_gemma":0.003070358,"domain_scores_codex":[0.9989348,0.0001110691,0.0001391608,0.0003787547,0.0003138795,0.0001222275],"domain_scores_gemma":[0.9994395,0.0001127345,0.00003692038,0.0001754574,0.0001884868,0.00004677934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001795107,0.0001131083,0.001198102,0.0005759246,0.00003043963,0.0002126589,0.0001806137,0.0002229915,0.9518399,0.001068134,0.006787627,0.037591],"study_design_scores_gemma":[0.0001328211,0.0005026686,0.01034533,0.0001402745,0.0001302715,0.0009071293,0.0001199035,0.002282825,0.752055,0.001807753,0.2314889,0.00008706318],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.09950367,0.002101485,0.7783707,0.0004967337,0.00101383,0.01333061,0.05679492,0.01679715,0.03159088],"genre_scores_gemma":[0.05035203,0.002268789,0.7531309,0.0006268627,0.00020874,0.009193146,0.1285726,0.003430267,0.05221672],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.01454893,"threshold_uncertainty_score":0.04867101,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02813263234498664,"score_gpt":0.2708487768738082,"score_spread":0.2427161445288216,"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."}}