{"id":"W6911822917","doi":"10.5281/zenodo.15054182","title":"nipy/nipype: 1.10.0","year":2025,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; McGill University; Montreal Neurological Institute and Hospital; Concordia University; Western University; Holland Bloorview Kids Rehabilitation Hospital; Centre for Addiction and Mental Health","funders":"","keywords":"Workflow; Set (abstract data type); Interface (matter); Feature (linguistics); Code (set theory); Sphinx","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003490382,0.003991222,0.00180294,0.002313392,0.001297513,0.005768995,0.008478787,0.003234805,0.4954892],"category_scores_gemma":[0.01579626,0.004476513,0.002497862,0.001409461,0.001019191,0.009786176,0.007060642,0.006903812,0.6188655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002776448,"about_ca_system_score_gemma":0.003241631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006942901,"about_ca_topic_score_gemma":0.004142841,"domain_scores_codex":[0.99716,0.0002116587,0.0002012417,0.0005461461,0.001311115,0.0005698459],"domain_scores_gemma":[0.9942564,0.0006739585,0.0003289259,0.001613761,0.002527186,0.0005997774],"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":[0.0002148499,0.00003390826,0.0002753497,0.0002289592,0.00001717309,0.00006091002,0.00006473174,0.0002017058,0.001448576,0.001868261,0.9771566,0.01842902],"study_design_scores_gemma":[0.0001399099,0.00004947831,0.000751677,0.0001804044,0.00002286232,0.000218177,0.00003430624,0.001509016,0.007794064,0.002832293,0.9863502,0.000117556],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0007696024,0.0003980731,0.03387395,0.0008144374,0.001372808,0.0002832369,0.03542072,0.8642294,0.06283788],"genre_scores_gemma":[0.006792246,0.0005218132,0.02632042,0.001731927,0.0003893765,0.0007035008,0.08416074,0.7694573,0.1099227],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.4954892,"threshold_uncertainty_score":0.7196234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02897258866597225,"score_gpt":0.2543975749484648,"score_spread":0.2254249862824926,"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."}}