{"id":"W2259106258","doi":"10.5281/zenodo.20545","title":"seqware: 1.2.0-alpha.0","year":2015,"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":"University of Waterloo; 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":[0.009459186,0.00393715,0.002205817,0.004152888,0.001589699,0.00711914,0.008158471,0.002851431,0.246725],"category_scores_gemma":[0.02632029,0.005834944,0.003792064,0.002568388,0.001390972,0.008432862,0.00547909,0.009329768,0.4652474],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002049263,"about_ca_system_score_gemma":0.005244804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004281834,"about_ca_topic_score_gemma":0.002890731,"domain_scores_codex":[0.9943926,0.0006782276,0.000792567,0.001082251,0.002292244,0.000762016],"domain_scores_gemma":[0.9767748,0.004804736,0.001095809,0.006742808,0.009003714,0.001578153],"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":[0.0006850752,0.0001612593,0.001219093,0.0007629028,0.0000975568,0.0001358919,0.0002195214,0.0007210947,0.005299753,0.004925366,0.8974165,0.08835606],"study_design_scores_gemma":[0.0003680691,0.0001217401,0.001641331,0.000569037,0.00009781592,0.0003535449,0.00008761726,0.004934545,0.03035451,0.0120687,0.9490651,0.0003380281],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0006115142,0.0001302904,0.09244403,0.000409608,0.0009109207,0.00025871,0.01638576,0.8737292,0.01511999],"genre_scores_gemma":[0.007950145,0.0004165501,0.09341794,0.002530774,0.0004559252,0.0009579902,0.09555218,0.7061135,0.09260506],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.246725,"threshold_uncertainty_score":0.8253773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2912064671647582,"score_gpt":0.366452934947495,"score_spread":0.0752464677827368,"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."}}