{"id":"W6954908000","doi":"10.57745/bxqlsz","title":"2D_dataset.zip","year":2025,"lang":"en","type":"dataset","venue":"Recherche Data Gouv France","topic":"Yersinia bacterium, plague, ectoparasites research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Identification (biology); Process (computing); Term (time); Context (archaeology)","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":["metaepi_narrow","open_science","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.002118045,0.0006247924,0.0006087805,0.0001870824,0.0001392263,0.0001628606,0.005778003,0.002068585,0.0003186668],"category_scores_gemma":[0.004669223,0.0006523483,0.0001266143,0.0005757151,0.0002278838,0.00002257621,0.003968249,0.001967299,0.0003651281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001200149,"about_ca_system_score_gemma":0.001141333,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006107973,"about_ca_topic_score_gemma":0.0004975856,"domain_scores_codex":[0.9952735,0.0009540576,0.0005326355,0.001942264,0.0004853423,0.0008121477],"domain_scores_gemma":[0.9903855,0.0003350141,0.0002319779,0.008634293,0.0001852868,0.0002279482],"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":[0.0001134109,0.0001350224,0.0000683789,0.000389296,0.0001906603,0.00003492848,0.000002077214,0.000001709821,0.00776548,7.701991e-7,0.9890064,0.002291868],"study_design_scores_gemma":[0.0004687943,0.0001047048,0.0001223877,0.0001527468,0.00008894218,0.00002570753,0.0000058201,0.00002307604,0.004019717,0.000008422093,0.9943566,0.000623075],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.000193752,0.003603644,0.0002335332,0.0002886273,0.0005423186,0.0005247015,0.9943235,0.00002763559,0.0002623135],"genre_scores_gemma":[0.0000045148,0.007951559,0.002408118,0.0009366746,0.0007702162,0.00006825483,0.9836552,0.00003614902,0.004169369],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01066833,"threshold_uncertainty_score":0.9996012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1521282538989979,"score_gpt":0.4360284629377997,"score_spread":0.2839002090388018,"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."}}