{"id":"W6931336440","doi":"10.5281/zenodo.2579373","title":"dacostalab/scbursts: v1.4","year":2019,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Census and Population Estimation","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Work (physics); Identification (biology); Term (time); Product (mathematics)","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":[0.002103637,0.003213474,0.002359315,0.003333957,0.0008749919,0.002676528,0.005365955,0.001385105,0.275968],"category_scores_gemma":[0.005445857,0.002031372,0.002287796,0.00345251,0.0006178917,0.001949015,0.002388465,0.002847634,0.245738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008763557,"about_ca_system_score_gemma":0.001711066,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01050114,"about_ca_topic_score_gemma":0.0125973,"domain_scores_codex":[0.9988709,0.0001862681,0.00008664404,0.0002499484,0.0004279906,0.0001782622],"domain_scores_gemma":[0.9984527,0.0004126362,0.0001475983,0.0005273242,0.0003144511,0.0001453539],"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":[0.0001707136,0.00003358461,0.0006960027,0.0004550903,0.0001313625,0.00007459972,0.00006941936,0.002079025,0.001194795,0.003807232,0.9707952,0.02049312],"study_design_scores_gemma":[0.0005745523,0.00005221049,0.002691241,0.0001912359,0.000104219,0.0003232994,0.00004842464,0.0320389,0.008215555,0.02313596,0.9324541,0.0001702776],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.002116321,0.0005762221,0.1106475,0.0003661233,0.0004531156,0.0001320461,0.3331185,0.5337213,0.01886887],"genre_scores_gemma":[0.01774759,0.0005726514,0.1108112,0.0005444171,0.0002378159,0.0009282396,0.4349073,0.4097434,0.02450748],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.275968,"threshold_uncertainty_score":0.9232049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06580481637445332,"score_gpt":0.2997122839407764,"score_spread":0.2339074675663231,"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."}}