{"id":"W2060661289","doi":"10.4056/sigs.1974654","title":"Open resource metagenomics: a model for sharing metagenomic libraries","year":2011,"lang":"en","type":"article","venue":"Standards in Genomic Sciences","topic":"Genomics and Phylogenetic Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; University of Waterloo","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Metagenomics; Library; Biology; Computational biology; Cosmid; World Wide Web; Pooling; Computer science; Genetics; DNA; Gene","routes":{"ca_aff":true,"ca_fund":true,"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":["open_science"],"consensus_categories":[],"category_scores_codex":[0.02170219,0.001907757,0.002219437,0.005138029,0.002776273,0.01350787,0.01196875,0.004508174,0.007248449],"category_scores_gemma":[0.02098624,0.002146649,0.003430163,0.007133485,0.004510777,0.01929726,0.02102526,0.005948951,0.006238062],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003860448,"about_ca_system_score_gemma":0.005994295,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003039975,"about_ca_topic_score_gemma":0.002193669,"domain_scores_codex":[0.9880954,0.004564333,0.001131186,0.002109918,0.003254894,0.0008442688],"domain_scores_gemma":[0.9736505,0.003926461,0.001505738,0.01563996,0.001570381,0.003706942],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001655648,0.0009930594,0.004800047,0.001817807,0.0007180901,0.002077241,0.002991854,0.03596107,0.03141265,0.6103263,0.04822252,0.2590236],"study_design_scores_gemma":[0.0004079025,0.0005913291,0.001119427,0.0006909241,0.0002481044,0.001065031,0.0007173944,0.06950778,0.01702619,0.5125563,0.3956194,0.0004503022],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"methods","genre_gemma":"methods","genre_scores_codex":[0.006589899,0.0007221885,0.9646388,0.003002045,0.000318381,0.00108266,0.001452013,0.01189733,0.01029662],"genre_scores_gemma":[0.04812028,0.002101972,0.9254448,0.001476317,0.0004334766,0.002364232,0.009613154,0.003130751,0.007314938],"genre_candidate":"methods","genre_consensus":"methods","teacher_disagreement_score":0.9880313,"threshold_uncertainty_score":0.1147735,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09049842001173353,"score_gpt":0.3201111866777454,"score_spread":0.2296127666660118,"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."}}