{"id":"W6893042354","doi":"10.5281/zenodo.13154780","title":"Figures 22–23 in Bees of the genera Dufourea and Dieunomia of Michigan (Hymenoptera: Apoidea: Halictidae), with a key to the Dufourea of eastern North America","year":2014,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Key (lock); Courtesy; Habitus; Taxonomy (biology)","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":[0.00009233101,0.0005922017,0.0001533903,0.001710849,0.0009745702,0.0006059711,0.0004673688,0.0003833567,0.3364946],"category_scores_gemma":[0.0002354349,0.0001617776,0.0002197002,0.001439727,0.0004001382,0.0006997845,0.0005441925,0.000589803,0.07959901],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006679437,"about_ca_system_score_gemma":0.0003821429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02722277,"about_ca_topic_score_gemma":0.1029703,"domain_scores_codex":[0.9999181,0.00001220037,0.000004873878,0.00002560919,0.00002233878,0.00001685303],"domain_scores_gemma":[0.9999185,0.00001053475,0.00001465289,0.000009673824,0.0000236002,0.00002301699],"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":[0.0000607507,0.00002770285,0.004036397,0.0002084675,0.000009230873,0.000163523,0.0006130742,0.00009058978,0.002215533,0.003533362,0.8478457,0.1411956],"study_design_scores_gemma":[0.000005769295,0.000007530977,0.01802275,0.00004916656,0.000003806048,0.0001615123,0.0002620583,0.00003723862,0.0001948576,0.0002458359,0.9810063,0.000003164622],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.009264868,0.002354736,0.002339545,0.0006565244,0.001077757,0.0003242442,0.02418988,0.0007807499,0.9590119],"genre_scores_gemma":[0.06579942,0.002604931,0.008478366,0.0003338098,0.0003022783,0.0002763372,0.02703874,0.0007402872,0.8944259],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3364946,"threshold_uncertainty_score":0.9464099,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02208357158662329,"score_gpt":0.1868073888705699,"score_spread":0.1647238172839466,"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."}}