{"id":"W6948859682","doi":"10.5061/dryad.x0k6djhmb","title":"Delimiting the cryptic diversity and host preferences of Sycophila parasitoid wasps associated with oak galls using phylogenomic data","year":2023,"lang":"en","type":"dataset","venue":"Open MIND","topic":"","field":"","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Environment Research Council","keywords":"TSG101; Circumstantial evidence; Nucleofection; Lacertidae","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002304463,0.0005263332,0.0009470416,0.0001895239,0.001135112,0.0003605223,0.004808728,0.0002964585,0.0001385061],"category_scores_gemma":[0.0009746416,0.0003784515,0.00004583339,0.000607725,0.000584978,0.0005269135,0.01568484,0.0005858628,0.001143689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002195793,"about_ca_system_score_gemma":0.0004334284,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004697945,"about_ca_topic_score_gemma":0.00635252,"domain_scores_codex":[0.9965392,0.0005643376,0.0005410399,0.001148682,0.0006767832,0.0005299343],"domain_scores_gemma":[0.9951724,0.001006752,0.001481139,0.00199535,0.0002249382,0.0001194688],"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":[0.0003520118,0.0001946554,0.005364802,0.0001723458,0.003060969,0.0001894277,0.0007917995,0.0001394484,0.002416226,2.92934e-7,0.9869123,0.0004057494],"study_design_scores_gemma":[0.02412918,0.003334484,0.3074391,0.04281157,0.05718841,0.0006024083,0.03263551,0.008906151,0.005080009,0.0002820288,0.5010331,0.01655803],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.4323334,0.0001392217,1.386841e-7,0.00001101352,0.00007644148,0.0006535511,0.5667634,0.000002872802,0.00001998192],"genre_scores_gemma":[0.05218826,0.0001998763,0.0002886698,0.00001370262,0.00008701284,0.000006959252,0.9471015,0.00007727462,0.00003677581],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.4858791,"threshold_uncertainty_score":0.9998667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2250504186190648,"score_gpt":0.345621780295583,"score_spread":0.1205713616765182,"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."}}