{"id":"W6894055558","doi":"10.5281/zenodo.592083","title":"seqware: 1.1.2","year":2015,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; Ontario Institute for Cancer Research","funders":"","keywords":"Action (physics); Glitch; Relation (database); Concurrency","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":[0.00336723,0.004063557,0.001832606,0.00200527,0.001421232,0.005220413,0.007527085,0.003110061,0.2840477],"category_scores_gemma":[0.01249932,0.003549159,0.00231572,0.001365648,0.001617858,0.00593598,0.006836943,0.005236692,0.244926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001681175,"about_ca_system_score_gemma":0.00315755,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004430411,"about_ca_topic_score_gemma":0.004659071,"domain_scores_codex":[0.9960563,0.0005901879,0.0003527793,0.0008645979,0.001504135,0.0006319699],"domain_scores_gemma":[0.9955639,0.0008043298,0.0001939199,0.002136037,0.001030434,0.0002714704],"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":[0.00112192,0.000136455,0.001196667,0.001015905,0.0001298085,0.0001952647,0.0003475632,0.002866223,0.006884943,0.03395141,0.8470486,0.1051053],"study_design_scores_gemma":[0.000366212,0.000110663,0.0004747583,0.0003515754,0.00009832573,0.0003282645,0.0001097905,0.01651029,0.04108284,0.04218193,0.8981772,0.0002082469],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.001420554,0.0005057456,0.196343,0.0003324675,0.0006439091,0.000239055,0.008720639,0.7491661,0.04262849],"genre_scores_gemma":[0.04276209,0.0006671002,0.1316812,0.001594498,0.000344275,0.001027089,0.04201338,0.6162851,0.1636252],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.2840477,"threshold_uncertainty_score":0.9502343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04932560613880491,"score_gpt":0.2613805202842256,"score_spread":0.2120549141454207,"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."}}