{"id":"W6931487247","doi":"10.5281/zenodo.60827","title":"DNAmod: software","year":2016,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Health and Wellbeing Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"","keywords":"Source code; Software; Python (programming language); MIT License; Software system; Software development; Software construction","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":[0.003041816,0.002057851,0.001931254,0.002394798,0.001419998,0.003080325,0.004698441,0.001643142,0.1852791],"category_scores_gemma":[0.00887003,0.002274639,0.001895692,0.002216965,0.0008047497,0.002770235,0.002885339,0.004402681,0.1700285],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000887251,"about_ca_system_score_gemma":0.003129272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003034735,"about_ca_topic_score_gemma":0.003099125,"domain_scores_codex":[0.9980243,0.000307094,0.0002578536,0.0005042403,0.0007326124,0.000173945],"domain_scores_gemma":[0.9980567,0.0007504712,0.0002103284,0.0003921337,0.0004075547,0.0001828095],"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":[0.0003447412,0.00009396744,0.001146156,0.00173692,0.0001475519,0.0001875827,0.0001931489,0.002331307,0.005408515,0.006913167,0.9115033,0.06999371],"study_design_scores_gemma":[0.0002712217,0.00006088463,0.001024931,0.000245819,0.00007852742,0.0004212478,0.00006798634,0.007723297,0.017326,0.0176555,0.9549751,0.0001495001],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.002354144,0.0009907264,0.1764064,0.0006504013,0.0005632476,0.0006034471,0.1685288,0.6269113,0.02299155],"genre_scores_gemma":[0.02011899,0.001364129,0.2710152,0.002182988,0.0002848755,0.003020532,0.2687331,0.3840588,0.04922142],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.1852791,"threshold_uncertainty_score":0.6198204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06185507259147934,"score_gpt":0.3812161291778308,"score_spread":0.3193610565863515,"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."}}