{"id":"W6950025503","doi":"10.5281/zenodo.6934355","title":"pulsarbat: PULSAR Baseband Analysis Tools","year":2023,"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":"University of Toronto","funders":"","keywords":"Function (biology); Pulsar; Baseband; Tracking (education)","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":[0.001608387,0.003366238,0.001509755,0.004249875,0.0008523113,0.00357282,0.003899687,0.001635319,0.283888],"category_scores_gemma":[0.005778496,0.002223638,0.0016013,0.003425912,0.0004502418,0.003471415,0.002648374,0.003101824,0.3733086],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008518123,"about_ca_system_score_gemma":0.0008627931,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003383687,"about_ca_topic_score_gemma":0.003284018,"domain_scores_codex":[0.9986194,0.0001421042,0.0001428329,0.0002229863,0.000704044,0.0001685676],"domain_scores_gemma":[0.9979798,0.0005029101,0.000210138,0.0004310887,0.0007264075,0.0001496274],"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":[0.0002275193,0.00002510114,0.0002896137,0.0002916848,0.000034124,0.00009162807,0.00006212341,0.0003911527,0.002060426,0.001950722,0.9605381,0.03403778],"study_design_scores_gemma":[0.0001931472,0.00003212027,0.000999787,0.0001160589,0.00003243888,0.0002069254,0.00002352561,0.0026172,0.008264421,0.005211885,0.9822067,0.00009565392],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0007762425,0.0004553691,0.07065938,0.0004096732,0.000516116,0.0001699385,0.177658,0.7014939,0.04786138],"genre_scores_gemma":[0.01068106,0.0006393882,0.06781953,0.001398011,0.0005137035,0.0007304062,0.4389239,0.3957441,0.08354993],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.283888,"threshold_uncertainty_score":0.9496999,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04874349965969279,"score_gpt":0.2693202789086051,"score_spread":0.2205767792489123,"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."}}