{"id":"W6968634092","doi":"10.5281/zenodo.3745545","title":"nipy/nibabel: 2.5.2","year":2020,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":2,"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); Upgrade; Set (abstract data type); Work (physics)","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":[0.002850495,0.002949739,0.001779592,0.001854353,0.001396866,0.004897359,0.005794917,0.002032633,0.2780288],"category_scores_gemma":[0.007703381,0.002883261,0.002118345,0.001135878,0.0009333031,0.007284835,0.006957329,0.005894376,0.4452414],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001952353,"about_ca_system_score_gemma":0.002347391,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002839396,"about_ca_topic_score_gemma":0.002627936,"domain_scores_codex":[0.9978587,0.0002863438,0.0001364914,0.0005051755,0.0009012382,0.0003121029],"domain_scores_gemma":[0.9978739,0.0002658774,0.000123554,0.0006398063,0.0007759003,0.0003208143],"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":[0.0003696793,0.00007239775,0.0005579288,0.0005378497,0.00004348223,0.00008532435,0.0001536912,0.0004208648,0.002897674,0.00590064,0.9499206,0.03903995],"study_design_scores_gemma":[0.00009084319,0.00003734709,0.0006232811,0.0001524279,0.00001744404,0.0001988342,0.00004048239,0.001957803,0.004980819,0.005221696,0.9865904,0.00008855308],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.001040118,0.0006067712,0.05561807,0.0007353634,0.001029151,0.00027148,0.01987957,0.8621126,0.05870689],"genre_scores_gemma":[0.01315219,0.0008546594,0.05986844,0.002363074,0.0003177102,0.001259533,0.09395052,0.7286886,0.09954531],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.2780288,"threshold_uncertainty_score":0.9300988,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03939449060447028,"score_gpt":0.2478812401499613,"score_spread":0.208486749545491,"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."}}