{"id":"W6962142299","doi":"10.15482/usda.adc/1529232","title":"AnthWest, occurrence records for wool carder bees of the genus Anthidium (Hymenoptera: Megachilidae, Anthidiini) in the Western Hemisphere","year":2023,"lang":"en","type":"dataset","venue":"Figshare","topic":"","field":"","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biodiversity; Genus; Western hemisphere; Historical record; Range (aeronautics); Northern Hemisphere; Global biodiversity","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0005813957,0.001098727,0.001241766,0.0002424861,0.0003610396,0.0002644967,0.005044715,0.0008692064,0.0112351],"category_scores_gemma":[0.004314497,0.0007302239,0.0005901392,0.001369035,0.0001130458,0.0002494499,0.001162542,0.001692537,0.0139478],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002053319,"about_ca_system_score_gemma":0.0007394988,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008892447,"about_ca_topic_score_gemma":0.00515737,"domain_scores_codex":[0.9944213,0.0006056406,0.001205311,0.001303208,0.001294652,0.001169907],"domain_scores_gemma":[0.9932138,0.00163612,0.001360204,0.003215914,0.0004396898,0.0001342145],"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":[0.0000539378,0.0001991384,0.0001201114,0.003765313,0.0001353285,0.00006650821,0.0003416243,0.00002429939,0.000006883583,1.226019e-7,0.9948592,0.0004275681],"study_design_scores_gemma":[0.000798695,0.0001375242,0.002324646,0.01061629,0.0001938259,0.00003161244,0.000182668,0.0000178529,0.0002342177,0.000007452118,0.9846126,0.0008426113],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001322199,0.002380047,8.990048e-8,0.0001308615,0.000689639,0.003563985,0.992868,0.0001351252,0.0001000091],"genre_scores_gemma":[0.0004836212,0.00009407746,0.000008809241,0.0003181421,0.0006000711,0.003130962,0.994945,0.0001997399,0.0002195896],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01024656,"threshold_uncertainty_score":0.9995149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06451292444647633,"score_gpt":0.3228509505039535,"score_spread":0.2583380260574772,"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."}}