{"id":"W2914591363","doi":"10.3897/zookeys.819.25458","title":"Siphonaptera of Canada","year":2019,"lang":"en","type":"review","venue":"ZooKeys","topic":"Yersinia bacterium, plague, ectoparasites research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Biology; Geography; Ecology; Zoology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001291876,0.0002838071,0.0008546407,0.00006691456,0.00002667881,0.00001380905,0.000489964,0.0003132643,0.0003023963],"category_scores_gemma":[0.00008449593,0.0002503914,0.0002666838,0.0001085576,0.00004790101,0.000001356059,0.0002130898,0.0002122707,0.0001234623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007892276,"about_ca_system_score_gemma":0.002632766,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03110959,"about_ca_topic_score_gemma":0.04611454,"domain_scores_codex":[0.99849,0.0001101455,0.0003743061,0.0004148485,0.0002565925,0.0003540806],"domain_scores_gemma":[0.99884,0.00004482326,0.0002002337,0.0007197736,0.00009039355,0.000104786],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00008869286,0.0001773485,0.0008736205,0.06382693,0.001680517,0.0001080246,0.00003208109,0.000009145961,0.004654923,0.00008934363,0.1009124,0.827547],"study_design_scores_gemma":[0.00009654716,0.00007765315,0.00004290163,0.0008006886,0.0000794331,0.00001364411,0.00000231638,9.780589e-7,0.0008540641,7.788606e-7,0.9977916,0.0002394242],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0006596256,0.9871407,0.000007338844,0.000009364583,0.0003029766,0.0004076218,0.0001320955,0.000003739323,0.01133656],"genre_scores_gemma":[0.0003986141,0.9864403,0.00006696967,0.00003493462,0.0001767701,0.00002140838,0.0006902076,0.00005215574,0.01211865],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8968791,"threshold_uncertainty_score":0.9999948,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03627027021124925,"score_gpt":0.325714444949383,"score_spread":0.2894441747381337,"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."}}