{"id":"W6893777482","doi":"10.5281/zenodo.3906614","title":"mhvk/baseband v3.2.1","year":2020,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Baseband; Cellular radio; Digital radio","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":[],"category_scores_codex":[0.0008584133,0.001633528,0.001169235,0.001649206,0.0006326685,0.001809985,0.003246828,0.001250317,0.3382855],"category_scores_gemma":[0.002700994,0.001045474,0.0004966091,0.001204508,0.000415553,0.00115552,0.00123805,0.00193491,0.376318],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000818374,"about_ca_system_score_gemma":0.0007283415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001791166,"about_ca_topic_score_gemma":0.001718947,"domain_scores_codex":[0.999272,0.000099519,0.00002809987,0.0001020241,0.00036217,0.0001361531],"domain_scores_gemma":[0.9985961,0.0002263211,0.00009610935,0.000470705,0.0004824981,0.0001282681],"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":[0.0006295087,0.0000519917,0.0002864454,0.0004373769,0.00004755391,0.00008930332,0.0001459224,0.001899116,0.0255386,0.01455037,0.8851125,0.07121125],"study_design_scores_gemma":[0.0001972132,0.00009884025,0.0005015347,0.00006403621,0.00003254001,0.0001838998,0.00001621956,0.005257763,0.02174198,0.004342464,0.9675102,0.00005321029],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.003219465,0.0005938616,0.2506801,0.0006053518,0.0005451043,0.0004171362,0.05937497,0.4007099,0.2838541],"genre_scores_gemma":[0.0635089,0.0005679721,0.1003342,0.001401289,0.0005791656,0.0009984338,0.1449121,0.2177271,0.4699708],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.3382855,"threshold_uncertainty_score":0.9438554,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03742881078929681,"score_gpt":0.2441902347380856,"score_spread":0.2067614239487888,"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."}}