{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00569018,0.0002336381,0.0003060253,0.001092041,0.001440442,0.005769231,0.00424007,0.0001252736,0.03689913],"category_scores_gemma":[0.01310409,0.0002096264,0.0001190487,0.001591065,0.0001828659,0.0003320639,0.004149646,0.0002068981,0.07836701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009408291,"about_ca_system_score_gemma":0.000006173201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003349231,"about_ca_topic_score_gemma":0.00000564349,"domain_scores_codex":[0.9957632,0.0003588239,0.0005192624,0.001388529,0.001465073,0.0005051348],"domain_scores_gemma":[0.9963007,0.0003710946,0.0003371534,0.002393887,0.0003901565,0.0002070382],"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":[0.000008272592,0.0000309278,1.954986e-7,0.00002093647,0.00002453155,0.000004944819,0.00006598076,0.00001070176,0.00001202871,0.001404836,0.6905306,0.3078861],"study_design_scores_gemma":[0.0003252158,0.00008718535,0.00004047313,0.00007323366,0.00001815622,0.00000710121,0.0002537456,0.0005627421,0.000007555832,0.0005853547,0.9977977,0.0002415139],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002172505,0.000125103,0.0395238,0.001007264,0.002144101,0.001459485,0.02121848,0.005197915,0.9293022],"genre_scores_gemma":[0.0006486808,0.0001081973,0.001851756,0.0002821306,0.001134168,2.714683e-7,0.0320418,0.01653241,0.9474006],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3076445,"threshold_uncertainty_score":0.9998596,"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."}}