{"id":"W6949886589","doi":"10.5281/zenodo.3588470","title":"nipy/nipype: 1.4.0","year":2019,"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":"McGill University; Montreal Neurological Institute and Hospital; Concordia University; Western University; Holland Bloorview Kids Rehabilitation Hospital; Centre for Addiction and Mental Health","funders":"","keywords":"Python (programming language); Interfacing; Directory; User interface; Software","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":[0.003049373,0.003068904,0.00156992,0.002288301,0.001252983,0.005769044,0.005942858,0.002916112,0.5656256],"category_scores_gemma":[0.0111624,0.003121958,0.00234965,0.001618426,0.001060758,0.008662298,0.007777316,0.00499962,0.7965376],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002105644,"about_ca_system_score_gemma":0.002668174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004707637,"about_ca_topic_score_gemma":0.003435344,"domain_scores_codex":[0.9979639,0.0001675331,0.0001432089,0.0003625035,0.0009053089,0.0004575244],"domain_scores_gemma":[0.99559,0.0003808817,0.000208614,0.001354559,0.001771505,0.0006944599],"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":[0.0001625368,0.00003017513,0.0002303595,0.0002403296,0.00001213286,0.00005639656,0.00005875829,0.0001675305,0.001574268,0.002063362,0.9705565,0.02484767],"study_design_scores_gemma":[0.00005357648,0.00002506667,0.0005477021,0.000111893,0.000009739878,0.0001350854,0.00002349224,0.000530642,0.003088726,0.002182328,0.9932347,0.00005706212],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0005445139,0.0003325723,0.03090779,0.0007597406,0.0009443166,0.0002725283,0.04805678,0.8358328,0.08234888],"genre_scores_gemma":[0.005145874,0.0005226969,0.01827521,0.001609431,0.0002949618,0.0005525073,0.09913735,0.6941302,0.1803317],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.5656256,"threshold_uncertainty_score":0.6195823,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03273569131744013,"score_gpt":0.2481749170337247,"score_spread":0.2154392257162845,"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."}}