{"id":"W1964318336","doi":"10.1089/omi.2010.0022","title":"Standardization and Omics Science: Technical and Social Dimensions Are Inseparable and Demand Symmetrical Study","year":2010,"lang":"en","type":"review","venue":"OMICS A Journal of Integrative Biology","topic":"Research Data Management Practices","field":"Computer Science","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; University of Calgary; Dalhousie University","funders":"Canadian Institutes of Health Research","keywords":"Standardization; Interoperability; Engineering ethics; Flexibility (engineering); Quality (philosophy); Legitimacy; Realm; Process (computing); Data science; Knowledge management; Political science; Computer science; Engineering; Management; World Wide Web; Politics; Law","routes":{"ca_aff":true,"ca_fund":true,"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":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.02378732,0.001274736,0.002580692,0.008868161,0.001789289,0.008350229,0.002398962,0.005524199,0.002366],"category_scores_gemma":[0.024392,0.0005941945,0.001122887,0.01208372,0.01466162,0.0162686,0.004341254,0.006640458,0.00156239],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004534099,"about_ca_system_score_gemma":0.01011808,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002610178,"about_ca_topic_score_gemma":0.003272202,"domain_scores_codex":[0.9804391,0.008965494,0.001382772,0.001341971,0.007514917,0.0003557514],"domain_scores_gemma":[0.9450648,0.04507028,0.002386391,0.002812818,0.003920441,0.0007452447],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002430874,0.00006757737,0.0006779361,0.0123908,0.0001709084,0.0002180355,0.001792381,0.0006723808,0.000884265,0.2997237,0.02100189,0.6623759],"study_design_scores_gemma":[0.00001631428,0.0000502424,0.00136564,0.009679122,0.0000585719,0.0007256628,0.002070784,0.0002537382,0.0004373313,0.1820794,0.8032038,0.00005927006],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002917437,0.9691615,0.003912264,0.01989115,0.000905056,0.00001787254,0.00001441406,0.00002336245,0.005782641],"genre_scores_gemma":[0.007030239,0.9765327,0.008019779,0.004750425,0.002392993,0.00006407024,0.0000376721,0.00001997536,0.001152137],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9982107,"threshold_uncertainty_score":0.1258008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09647005523570067,"score_gpt":0.4447805798310955,"score_spread":0.3483105245953949,"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."}}