{"id":"W6968652411","doi":"10.5281/zenodo.3458246","title":"nipy/nibabel: 2.5.1","year":2019,"lang":"en","type":"other","venue":"Figshare","topic":"","field":"","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Montreal Neurological Institute and Hospital; Université de Sherbrooke; Baycrest Hospital; Ubisoft (Canada)","funders":"","keywords":"Python (programming language); Real world data; Confusion; Data structure","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":[0.003881898,0.003236237,0.001638103,0.002133016,0.001472441,0.004970877,0.005740882,0.002122361,0.2297709],"category_scores_gemma":[0.01423893,0.003416091,0.002206426,0.001320361,0.001041424,0.007133651,0.006832625,0.006399572,0.3837793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002559553,"about_ca_system_score_gemma":0.002961488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004716804,"about_ca_topic_score_gemma":0.003624062,"domain_scores_codex":[0.9967412,0.0003834946,0.0002104034,0.0006147092,0.001655254,0.0003947921],"domain_scores_gemma":[0.9962535,0.0004322478,0.0002204588,0.001166709,0.001493432,0.0004336666],"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":[0.0003099081,0.00005037681,0.0005111363,0.0003815902,0.0000244746,0.00007441553,0.0001470742,0.0003140918,0.002343971,0.004801905,0.9512313,0.03980964],"study_design_scores_gemma":[0.00005960585,0.00004532533,0.0005150333,0.0001418889,0.0000147477,0.0001735327,0.0000317012,0.001064327,0.004695353,0.002683227,0.9905008,0.00007447258],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.001546501,0.0007381711,0.05313058,0.001342231,0.002388754,0.0003766001,0.01698465,0.8493103,0.07418215],"genre_scores_gemma":[0.01322149,0.0009599196,0.06103155,0.002605538,0.0005370254,0.001166972,0.09605086,0.6629801,0.1614465],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.2297709,"threshold_uncertainty_score":0.7686604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06041334030104172,"score_gpt":0.2910123343516653,"score_spread":0.2305989940506236,"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."}}