{"id":"W6931174564","doi":"10.5281/zenodo.3272768","title":"PeriPyDIC","year":2019,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Python (programming language); Scripting language; Software; Source code","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":[0.001982394,0.001675986,0.001298468,0.001231016,0.00130436,0.004312867,0.003624011,0.001334959,0.2702877],"category_scores_gemma":[0.006089115,0.001252745,0.001739812,0.001122597,0.0009341194,0.004690305,0.006202647,0.003141822,0.2579459],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001063151,"about_ca_system_score_gemma":0.002567521,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003368317,"about_ca_topic_score_gemma":0.003697486,"domain_scores_codex":[0.9983248,0.0002980239,0.0001221466,0.0003943487,0.0006044134,0.0002562043],"domain_scores_gemma":[0.9980445,0.0003048487,0.0001066961,0.0006547485,0.0005338233,0.0003553717],"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":[0.00041565,0.00006527799,0.0004907426,0.0006103847,0.00004718669,0.00007259944,0.0001185444,0.0007246234,0.002060643,0.01819084,0.8905392,0.08666427],"study_design_scores_gemma":[0.00007769888,0.00003626192,0.0003907737,0.00009724066,0.0000202233,0.00009536341,0.0000269548,0.003002784,0.002710602,0.01072329,0.9827768,0.00004219128],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.00241738,0.001437384,0.1628838,0.002300241,0.00238585,0.0004003992,0.04727699,0.5953538,0.185544],"genre_scores_gemma":[0.03500771,0.002130527,0.1562502,0.004449721,0.000869223,0.001101528,0.159073,0.3393917,0.3017265],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.2702877,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03172154335393134,"score_gpt":0.2864332719245465,"score_spread":0.2547117285706151,"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."}}