{"id":"W6950408809","doi":"10.5281/zenodo.5678481","title":"holgern/pyedflib: v0.1.23","year":2020,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Toolbox; Python (programming language); Data format; Data file; 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":[0.002440897,0.003280031,0.001980456,0.002167726,0.000904448,0.002774987,0.004952437,0.001476555,0.2308057],"category_scores_gemma":[0.006012731,0.00216873,0.00206072,0.00125136,0.001084956,0.003038773,0.005297169,0.00330482,0.2289008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001180843,"about_ca_system_score_gemma":0.002092766,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004219445,"about_ca_topic_score_gemma":0.003913245,"domain_scores_codex":[0.9987061,0.0001616408,0.0001117258,0.0002942883,0.0004630167,0.0002633323],"domain_scores_gemma":[0.9985111,0.0003978628,0.0001285451,0.0003983628,0.0003711004,0.0001929845],"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":[0.0004923151,0.00007163419,0.0007478548,0.001069329,0.0001188075,0.0002307808,0.0001903353,0.00270477,0.005150876,0.005390725,0.8982577,0.08557486],"study_design_scores_gemma":[0.0003525657,0.00009686981,0.00225346,0.0003443478,0.00007294022,0.0005538824,0.0000565457,0.02549073,0.02951582,0.01889014,0.9220456,0.0003270519],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0009834757,0.0002441226,0.1187627,0.0002548505,0.0002890061,0.0001920289,0.04338751,0.8228086,0.0130778],"genre_scores_gemma":[0.01580554,0.0004919237,0.116078,0.0009930623,0.0001421866,0.001874684,0.125211,0.6935024,0.04590121],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.2308057,"threshold_uncertainty_score":0.772122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04048527889689132,"score_gpt":0.2474225348689154,"score_spread":0.2069372559720241,"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."}}