{"id":"W6968168862","doi":"10.5281/zenodo.2685428","title":"nipy/nipype: 1.2.0","year":2019,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; Montreal Neurological Institute and Hospital","funders":"","keywords":"Python (programming language); Parsing; sort; Workflow; Automation; Order (exchange)","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":[0.002910787,0.003350104,0.001717646,0.00208248,0.00138563,0.005395084,0.006150805,0.002769315,0.481184],"category_scores_gemma":[0.01332399,0.004154878,0.002677824,0.00163271,0.00111584,0.008027973,0.008205606,0.004689566,0.6995972],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002001583,"about_ca_system_score_gemma":0.002180545,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005391572,"about_ca_topic_score_gemma":0.004003764,"domain_scores_codex":[0.9979545,0.000185599,0.0001527688,0.000581843,0.0007564565,0.0003687425],"domain_scores_gemma":[0.9950582,0.0005883047,0.000266339,0.002008998,0.001563933,0.0005143782],"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":[0.0002160683,0.00002554393,0.0005749259,0.0003036445,0.0000249701,0.00007519659,0.0001102654,0.0001826511,0.001620752,0.001413873,0.9764341,0.01901805],"study_design_scores_gemma":[0.0000943065,0.00003439377,0.001289103,0.0001342606,0.00002217725,0.0002233175,0.00005766391,0.000854792,0.006186335,0.00257986,0.9884219,0.0001020517],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0005137053,0.0001694104,0.01886612,0.0003600672,0.0004781311,0.0001246773,0.04802271,0.9113082,0.02015702],"genre_scores_gemma":[0.004800029,0.0002068679,0.01540522,0.0009660816,0.0001312294,0.0003289315,0.09120263,0.8451521,0.04180691],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.481184,"threshold_uncertainty_score":0.740028,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03282639894139307,"score_gpt":0.2482121486563536,"score_spread":0.2153857497149606,"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."}}