{"id":"W6911742699","doi":"10.5281/zenodo.13863588","title":"Ouranosinc/xscen: v0.10.0","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Yersinia bacterium, plague, ectoparasites research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ouranos","funders":"","keywords":"Mercator projection; Documentation; Oblique case; Argument (complex analysis); Schema (genetic algorithms)","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":[0.004336941,0.0067554,0.003177912,0.00266598,0.001547909,0.009604906,0.01192752,0.005199824,0.6180805],"category_scores_gemma":[0.01728898,0.005646351,0.00356335,0.002998517,0.001809666,0.009325832,0.009008765,0.006780825,0.7789858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003756374,"about_ca_system_score_gemma":0.002884886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01304,"about_ca_topic_score_gemma":0.005710716,"domain_scores_codex":[0.9972152,0.0003641599,0.0002320899,0.0005262084,0.001214704,0.0004476689],"domain_scores_gemma":[0.9965724,0.0005194779,0.0001156376,0.001294566,0.001156699,0.0003413875],"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":[0.00018339,0.00002360517,0.0001518633,0.0003599371,0.00003103362,0.00005953079,0.00007466542,0.0002271078,0.0004471625,0.00241152,0.9783047,0.01772547],"study_design_scores_gemma":[0.0001955971,0.00002928071,0.0002858492,0.000272828,0.00002112962,0.0001394844,0.00003902529,0.0009567604,0.002571267,0.004366022,0.9910185,0.0001042576],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"software","genre_gemma":"software","genre_scores_codex":[0.0001907341,0.0004189288,0.02052371,0.0003248893,0.0006931783,0.0002366002,0.0372169,0.9022766,0.03811834],"genre_scores_gemma":[0.004857701,0.0007997821,0.01673587,0.001306341,0.0002464497,0.001025788,0.1009607,0.8002312,0.07383611],"genre_candidate":"software","genre_consensus":"software","teacher_disagreement_score":0.6180805,"threshold_uncertainty_score":0.5447618,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02135054355908361,"score_gpt":0.2636171381176503,"score_spread":0.2422665945585667,"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."}}