{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002093041,0.000178481,0.0001912021,0.0002819508,0.0005104248,0.0002946836,0.000727076,0.0001935947,0.01285385],"category_scores_gemma":[0.0001225907,0.0001860563,0.0001349565,0.0006059354,0.00009040594,0.000004869873,0.0003753203,0.0001504802,0.004659043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002286431,"about_ca_system_score_gemma":0.000004176049,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003335872,"about_ca_topic_score_gemma":0.00001996722,"domain_scores_codex":[0.998713,0.00009798949,0.0001757981,0.000531663,0.0001994501,0.00028211],"domain_scores_gemma":[0.9990221,0.000006532386,0.000102453,0.0006383361,0.0001030108,0.0001275853],"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":[0.00001437438,0.00005226434,0.000003260994,0.00002413676,0.0005538615,0.000004777569,0.00002255242,0.00002014788,0.008876408,0.0002442674,0.9719881,0.01819588],"study_design_scores_gemma":[0.0001988924,0.00005650778,0.0002890786,0.00001443884,0.000152556,0.0000113784,0.00001875467,0.00002095242,0.0005224618,0.000009262639,0.9984958,0.0002098973],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005646755,0.0004668873,0.007166763,0.0003133798,0.0001087274,0.000629383,0.008558835,0.001185044,0.9810063],"genre_scores_gemma":[0.07155088,0.002965702,0.00039024,0.0002801351,0.001114274,5.389854e-7,0.07921467,0.0218868,0.8225967],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1584096,"threshold_uncertainty_score":0.9961159,"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."}}