{"id":"W2264614614","doi":"10.5281/zenodo.11685","title":"seqware-bag: 1.0-alpha.1","year":2014,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ontario Institute for Cancer Research","funders":"","keywords":"Alpha (finance); Computer science; Mathematics; Statistics","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":[0.008820909,0.003798028,0.001775317,0.00251449,0.001571617,0.006220552,0.00703029,0.002979901,0.1945781],"category_scores_gemma":[0.02554704,0.004943311,0.002244893,0.002064587,0.001435428,0.00711082,0.004168465,0.007632221,0.319987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0017624,"about_ca_system_score_gemma":0.00318126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003587746,"about_ca_topic_score_gemma":0.002055677,"domain_scores_codex":[0.9953516,0.0007300242,0.0004514584,0.001046346,0.001723603,0.000697028],"domain_scores_gemma":[0.9737834,0.007586595,0.001041667,0.009377223,0.006659375,0.001551841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001932635,0.0001807993,0.002154702,0.0005546474,0.0001235901,0.0002310629,0.0004735827,0.001423661,0.01070267,0.008045087,0.9095395,0.06463802],"study_design_scores_gemma":[0.0004971321,0.0002699467,0.002155106,0.0002938773,0.00008922098,0.0003501241,0.000124062,0.01215593,0.04425829,0.009618808,0.929866,0.0003215892],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.002371217,0.0001645643,0.06904183,0.0004446806,0.0009513737,0.0002228952,0.01611703,0.8915117,0.01917467],"genre_scores_gemma":[0.01939782,0.000324337,0.05619772,0.002056425,0.0006494004,0.0005585537,0.1120827,0.7351016,0.0736315],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.1945781,"threshold_uncertainty_score":0.6509286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1385203868253335,"score_gpt":0.3352084771803081,"score_spread":0.1966880903549746,"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."}}