{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003213161,0.0003835065,0.0004078802,0.003343719,0.0003874074,0.0007340211,0.0004646956,0.0002540638,0.005823092],"category_scores_gemma":[0.001561629,0.0002601696,0.0002154182,0.003883877,0.0002001863,0.0004909089,0.0006634396,0.0003876961,0.002281958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004448674,"about_ca_system_score_gemma":0.0007915056,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04505725,"about_ca_topic_score_gemma":0.1071211,"domain_scores_codex":[0.9997283,0.00002170294,0.00003651213,0.00009380763,0.00007933534,0.00004040684],"domain_scores_gemma":[0.9988655,0.0001446623,0.0004645028,0.0001480985,0.0002161697,0.0001611613],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006065958,0.0001450665,0.5726126,0.002011043,0.0003706117,0.0006469829,0.002740579,0.0009514833,0.007379704,0.001112514,0.3534939,0.05792893],"study_design_scores_gemma":[0.00006716882,0.00003286948,0.8399203,0.000156213,0.00007685917,0.0002172806,0.0007433216,0.0004351478,0.0005416386,0.0001463667,0.1576439,0.00001887737],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.1270651,0.0004235671,0.0003868225,0.00004491182,0.00001974862,0.00004756753,0.8680874,0.0001994265,0.003725445],"genre_scores_gemma":[0.07487839,0.0003086752,0.001648202,0.00003299589,0.00002754424,0.0001856076,0.9208168,0.00009078523,0.002010962],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.04505725,"threshold_uncertainty_score":0.08958995,"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."}}