{"id":"W6950053252","doi":"10.5281/zenodo.5585697","title":"nipy/nipype: 1.7.0","year":2021,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":5,"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":"Context (archaeology); Feature (linguistics); Filter (signal processing); Rest (music); Interface (matter); Function (biology); Cache; Float (project management)","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":[0.002148745,0.003765147,0.002079838,0.002518986,0.001127387,0.005365617,0.007589615,0.00333952,0.6380766],"category_scores_gemma":[0.009827735,0.003845321,0.002725407,0.001671098,0.0007777739,0.006963014,0.006585378,0.00452618,0.7899142],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001986312,"about_ca_system_score_gemma":0.001923802,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004547678,"about_ca_topic_score_gemma":0.003504251,"domain_scores_codex":[0.9983566,0.0001017315,0.0001085928,0.0003222248,0.0007968097,0.0003140625],"domain_scores_gemma":[0.9971836,0.0003212195,0.0001299281,0.0007638204,0.001236337,0.0003651012],"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":[0.0001259691,0.00001670568,0.0001591963,0.0001974953,0.0000135412,0.00003928239,0.00003715292,0.0001771801,0.001354819,0.001065222,0.9788719,0.01794165],"study_design_scores_gemma":[0.0001181718,0.00003700545,0.0006792958,0.0001383801,0.00001935431,0.0002127152,0.00003237443,0.001288685,0.008222605,0.003124944,0.9860269,0.00009955444],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0005443992,0.0004642986,0.03437116,0.0005361303,0.0009277186,0.0001847802,0.05506989,0.8573073,0.05059427],"genre_scores_gemma":[0.004312985,0.0005189244,0.02447089,0.001020316,0.0002843425,0.0004936293,0.1063366,0.7602703,0.102292],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.6380766,"threshold_uncertainty_score":0.5162398,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04201353377230904,"score_gpt":0.2591184774519195,"score_spread":0.2171049436796104,"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."}}