{"id":"W2126957930","doi":"10.1186/1471-2105-13-15","title":"The EnzymeTracker: an open-source laboratory information management system for sample tracking","year":2012,"lang":"en","type":"article","venue":"BMC Bioinformatics","topic":"Genetics, Bioinformatics, and Biomedical Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Espace pour la vie; Concordia University","funders":"","keywords":"Computer science; Data management; Interface (matter); Sample (material); Ajax; Data sharing; Tracking system; Data science; World Wide Web; Web application; Database; Filter (signal processing)","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":[0.006614058,0.002081012,0.001660174,0.004904395,0.00113748,0.004035587,0.005613698,0.002124979,0.01970945],"category_scores_gemma":[0.01167852,0.001441328,0.001055296,0.003355441,0.0008304181,0.004924062,0.00414146,0.002668034,0.0239987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001016571,"about_ca_system_score_gemma":0.002865413,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00132379,"about_ca_topic_score_gemma":0.0008254042,"domain_scores_codex":[0.9955552,0.000468899,0.0006383489,0.001007375,0.002091696,0.0002383657],"domain_scores_gemma":[0.9868435,0.003281214,0.0022598,0.003389109,0.002681909,0.001544544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00323043,0.001297072,0.01161509,0.001668187,0.0003992114,0.001244532,0.001063993,0.0033596,0.08648649,0.006703028,0.2722152,0.6107172],"study_design_scores_gemma":[0.001153332,0.0007525346,0.01842481,0.0006976398,0.0003757341,0.002231879,0.0002204496,0.07732861,0.2078667,0.01187267,0.6781749,0.000900666],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.004714439,0.0004881932,0.4489783,0.0003595827,0.00017346,0.0007792799,0.008515215,0.5320103,0.003981281],"genre_scores_gemma":[0.06971619,0.001518673,0.7629096,0.001739652,0.0005178484,0.003091313,0.09027604,0.04172141,0.02850935],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.01970945,"threshold_uncertainty_score":0.06593466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02994307694206483,"score_gpt":0.2968691113282399,"score_spread":0.2669260343861751,"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."}}