{"id":"W2123506747","doi":"10.2174/1874940201003010038","title":"Assessing PCR Inhibition from Humic Substances","year":2014,"lang":"en","type":"article","venue":"The Open Enzyme Inhibition Journal","topic":"Environmental DNA in Biodiversity Studies","field":"Environmental Science","cited_by":144,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"College of Computing","keywords":"Chemistry; Environmental chemistry; Environmental science; Computational biology; Biology","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":[0.004650676,0.00180594,0.001206286,0.001302224,0.0006354419,0.001481241,0.001122467,0.001015381,0.002250819],"category_scores_gemma":[0.01197533,0.0009203259,0.0008851616,0.001321132,0.001339465,0.00121807,0.001137809,0.001998818,0.001674832],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005256404,"about_ca_system_score_gemma":0.0009360527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001295406,"about_ca_topic_score_gemma":0.002551309,"domain_scores_codex":[0.9924815,0.002336811,0.0008969028,0.001460321,0.002431201,0.0003932562],"domain_scores_gemma":[0.9840245,0.008919735,0.002286689,0.001399769,0.003121868,0.0002473823],"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":[0.0001132171,0.00009468735,0.007859138,0.0006609344,0.00007411194,0.00009743439,0.000570441,0.000523336,0.9668382,0.0005114911,0.0001779845,0.02247905],"study_design_scores_gemma":[0.00000379973,0.0003005923,0.006265438,0.0000865582,0.00006342446,0.0001652885,0.0001648506,0.002348679,0.9863167,0.000456843,0.003808503,0.00001934563],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4728687,0.01429437,0.4969154,0.0005552752,0.0004544576,0.0008030628,0.001228633,0.001371759,0.01150832],"genre_scores_gemma":[0.6390807,0.01245403,0.3273643,0.0008039154,0.0001629202,0.001324307,0.003136407,0.0007652657,0.0149083],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.004650676,"threshold_uncertainty_score":0.02459544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03145114956014124,"score_gpt":0.2582035579137846,"score_spread":0.2267524083536434,"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."}}