{"id":"W6931687123","doi":"10.5281/zenodo.7680218","title":"pulsarbat: PULSAR Baseband Analysis Tools","year":2023,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Transgenic Plants and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"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":[0.001392505,0.00277284,0.001457758,0.003713302,0.0007751908,0.002944769,0.00348255,0.001427151,0.2885368],"category_scores_gemma":[0.003814758,0.00201762,0.001361271,0.002954616,0.0003552376,0.002756064,0.001982421,0.002932274,0.3302223],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008007346,"about_ca_system_score_gemma":0.0007160433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00232836,"about_ca_topic_score_gemma":0.002585554,"domain_scores_codex":[0.9989436,0.0001049339,0.000116294,0.0001935904,0.000512303,0.0001291883],"domain_scores_gemma":[0.9987404,0.0003359266,0.0001493423,0.0002767268,0.0003979249,0.00009974742],"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":[0.0002641898,0.00002979145,0.0003615357,0.0003274391,0.00004357359,0.0001123698,0.00006271976,0.0004804232,0.003805226,0.002239299,0.9480551,0.0442183],"study_design_scores_gemma":[0.0001965721,0.00004027449,0.001299214,0.0001038595,0.00003486783,0.0002920773,0.00002427062,0.003668259,0.01241333,0.006227909,0.9755957,0.0001036382],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0008759754,0.0004372917,0.08773552,0.000336444,0.0005119558,0.0001375055,0.1481034,0.72987,0.03199194],"genre_scores_gemma":[0.01417085,0.0007098297,0.08875892,0.001262495,0.000453846,0.0007157904,0.4025196,0.4117409,0.07966775],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.2885368,"threshold_uncertainty_score":0.9652517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03041975308714836,"score_gpt":0.2576650443800925,"score_spread":0.2272452912929441,"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."}}