{"id":"W6969207907","doi":"10.5281/zenodo.7685608","title":"PyBIDS: Python tools for BIDS datasets","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Scientific Computing and Data Management","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; Ottawa Hospital; Holland Bloorview Kids Rehabilitation Hospital; University of Toronto; Montreal Neurological Institute and Hospital; Université de Sherbrooke; Polytechnique Montréal; Concordia University; McGill University","funders":"","keywords":"Python (programming language); Information system; MIT License; Scripting language; 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":[],"consensus_categories":[],"category_scores_codex":[0.004837242,0.002609423,0.001655305,0.002757352,0.001354467,0.004770282,0.005015229,0.001003543,0.1797651],"category_scores_gemma":[0.01467772,0.002261759,0.002505672,0.003439818,0.001024856,0.005105943,0.006352566,0.00378469,0.1599976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00139071,"about_ca_system_score_gemma":0.003369955,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007692873,"about_ca_topic_score_gemma":0.01001461,"domain_scores_codex":[0.9974073,0.0005719076,0.0002766934,0.0005111238,0.000893225,0.0003398178],"domain_scores_gemma":[0.9962429,0.001242954,0.0002436064,0.001095711,0.0006982119,0.0004766712],"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":[0.0002117785,0.00003230511,0.0005827305,0.0003893007,0.00007111568,0.00005523862,0.00009921914,0.001214301,0.0006923007,0.004476159,0.9807538,0.01142172],"study_design_scores_gemma":[0.0005708767,0.00004796847,0.002215648,0.0001759834,0.00005676608,0.0002279889,0.0001401158,0.02698094,0.006734277,0.05274374,0.9099338,0.0001717843],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.001615569,0.000286453,0.08501285,0.0008601391,0.0003710325,0.0003476006,0.4193204,0.4760188,0.01616723],"genre_scores_gemma":[0.01664653,0.0004575752,0.1018997,0.001373943,0.000167245,0.002626781,0.6338796,0.2291999,0.01374871],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.1797651,"threshold_uncertainty_score":0.601374,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2373789144164368,"score_gpt":0.3775432872481904,"score_spread":0.1401643728317536,"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."}}