{"id":"W2915682842","doi":"10.5281/zenodo.13104","title":"seqware: 1.1.0-alpha.6","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":"University of Waterloo; Ontario Institute for Cancer Research","funders":"","keywords":"Alpha (finance); Computer science; Business","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":[0.008330006,0.003079715,0.001514869,0.003637854,0.001392593,0.005849187,0.007218056,0.002884866,0.2040606],"category_scores_gemma":[0.03349483,0.003618554,0.00178632,0.002409627,0.0009164499,0.006914,0.002948492,0.00640763,0.2746182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001416776,"about_ca_system_score_gemma":0.00294701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002962581,"about_ca_topic_score_gemma":0.002181916,"domain_scores_codex":[0.9951025,0.0006522301,0.0005520773,0.001022042,0.001969973,0.0007011355],"domain_scores_gemma":[0.9709997,0.005255282,0.001261604,0.01043592,0.01074695,0.001300648],"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":[0.001265862,0.0001328903,0.001696641,0.0005909583,0.00009797686,0.0001969821,0.0003711156,0.0006437596,0.007004442,0.004134306,0.9069663,0.07689895],"study_design_scores_gemma":[0.0006214891,0.000300129,0.003180821,0.0004679508,0.0001702401,0.0004952605,0.0001465422,0.008794222,0.04544376,0.008875515,0.9312658,0.0002381863],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.002346574,0.0001740056,0.04843251,0.0004812571,0.001050905,0.000235303,0.01404448,0.9104851,0.02274982],"genre_scores_gemma":[0.02951398,0.0003171785,0.07293252,0.001925154,0.0006222702,0.0006496893,0.1112229,0.6608035,0.1220128],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.2040606,"threshold_uncertainty_score":0.6826509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1357108860465678,"score_gpt":0.3338606094326781,"score_spread":0.1981497233861103,"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."}}