{"id":"W6894015353","doi":"10.5281/zenodo.5762322","title":"SuperDARN/pydarn: pyDARN v2.2.1","year":2021,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"","keywords":"Rendering (computer graphics); Object (grammar); Plot (graphics); Scripting language","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00235005,0.003602518,0.002850223,0.002698579,0.001503418,0.005609911,0.007089145,0.002175919,0.4027273],"category_scores_gemma":[0.007829397,0.003905517,0.003105176,0.002836815,0.0009309616,0.006744274,0.005909453,0.005406721,0.4380335],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00145939,"about_ca_system_score_gemma":0.001913064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004429932,"about_ca_topic_score_gemma":0.003661424,"domain_scores_codex":[0.9984655,0.0001774691,0.000110722,0.0003874233,0.0006487349,0.0002101791],"domain_scores_gemma":[0.9975683,0.0004470031,0.000159618,0.0007385846,0.0008251769,0.0002612779],"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":[0.0001902268,0.0000298483,0.0005763366,0.0005721044,0.00006020961,0.00008106655,0.0001167132,0.000760418,0.002094755,0.002462975,0.9744377,0.01861761],"study_design_scores_gemma":[0.0002020183,0.00002342208,0.001348479,0.0001665233,0.00004520065,0.0002483707,0.00005304922,0.00563185,0.01163863,0.00707333,0.9734029,0.0001662307],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0007540783,0.0002408073,0.05321763,0.0003277893,0.0003907455,0.00008067243,0.07073868,0.8551024,0.01914715],"genre_scores_gemma":[0.005124753,0.0002319298,0.02977191,0.0003166999,0.0000745082,0.000272437,0.09110377,0.8585508,0.01455325],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.5972728,"threshold_uncertainty_score":0.8519371,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.038861091304073,"score_gpt":0.2552246123040627,"score_spread":0.2163635209999897,"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."}}