{"id":"W6894311115","doi":"10.5281/zenodo.8253830","title":"PyBIDS: Python tools for BIDS datasets","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004646905,0.002837917,0.001866627,0.002835612,0.001379492,0.00465168,0.005366306,0.00107478,0.1890793],"category_scores_gemma":[0.01354646,0.002430737,0.002546688,0.00347331,0.0009968987,0.004969719,0.006491938,0.003626183,0.183236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00137666,"about_ca_system_score_gemma":0.003006015,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007983865,"about_ca_topic_score_gemma":0.0110377,"domain_scores_codex":[0.9974451,0.0005625648,0.0002485889,0.0005265269,0.0008764839,0.0003407061],"domain_scores_gemma":[0.9965851,0.00104712,0.0002258532,0.001071287,0.0006132581,0.0004572986],"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":[0.000187435,0.0000230455,0.0004468263,0.0003419757,0.00006439548,0.00004571674,0.00007217532,0.0008457888,0.0005414524,0.00305457,0.9860918,0.008284844],"study_design_scores_gemma":[0.0005730762,0.00004432562,0.002055036,0.0001669443,0.00005995478,0.0002342597,0.0001178354,0.01802108,0.006093625,0.0405498,0.9319132,0.0001708922],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"software","genre_scores_codex":[0.001330179,0.0003027591,0.05927288,0.0007325063,0.0003258671,0.0002702498,0.5041472,0.4197163,0.01390203],"genre_scores_gemma":[0.01217181,0.000386503,0.06502439,0.001102602,0.000139046,0.002067782,0.708262,0.1998954,0.01095045],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.1890793,"threshold_uncertainty_score":0.6325334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07506008076861062,"score_gpt":0.2930098837113287,"score_spread":0.2179498029427181,"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."}}