{"id":"W6893014435","doi":"10.5281/zenodo.13123028","title":"PyBIDS: Python tools for BIDS datasets","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Mobile Crowdsensing and Crowdsourcing","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; Université de Montréal; Ottawa Hospital; Université de Sherbrooke; University of Toronto; Montreal Neurological Institute and Hospital; Polytechnique Montréal; Western University; Concordia University; Holland Bloorview Kids Rehabilitation Hospital; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0006999894,0.0002696091,0.0002523825,0.0004683268,0.0007483075,0.004077962,0.002185871,0.0001797292,0.004060209],"category_scores_gemma":[0.0004930675,0.0002762492,0.0001052903,0.0005647931,0.0001103071,0.0002826007,0.002028043,0.0003374217,0.0198456],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001035124,"about_ca_system_score_gemma":0.00000793692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001632292,"about_ca_topic_score_gemma":6.005595e-7,"domain_scores_codex":[0.9977903,0.000176465,0.0002588488,0.0009070595,0.0003857825,0.0004814964],"domain_scores_gemma":[0.9981623,0.00004052226,0.0001376552,0.001315416,0.0001628978,0.0001811721],"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":[0.000003916661,0.00002875691,1.502813e-8,0.0002072261,0.00004354301,0.00001633384,0.0002026582,0.000004378452,0.0002436992,0.00782971,0.8394141,0.1520057],"study_design_scores_gemma":[0.0002311979,0.0001238822,0.000001298728,0.0002757992,0.00002338684,0.00007587692,0.00004551977,0.001061053,0.0001173405,0.0003792124,0.9973524,0.0003130411],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000008322356,0.0008420451,0.200754,0.0007027533,0.0008423613,0.0009310655,0.002468636,0.005401598,0.7880492],"genre_scores_gemma":[0.003987045,0.0003916654,0.0239532,0.0009166891,0.003094162,7.146846e-7,0.0245067,0.04029467,0.9028552],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1768008,"threshold_uncertainty_score":0.9999689,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04377670747731543,"score_gpt":0.2652480264956738,"score_spread":0.2214713190183584,"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."}}