{"id":"W4386530636","doi":"10.1093/ee/nvad088","title":"Occupancy of <i>Bombus affinis</i> (Hymenoptera: Apidae) in Minnesota is highest in developed areas when standardized surveys are employed","year":2023,"lang":"en","type":"article","venue":"Environmental Entomology","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Occupancy; Apidae; Biology; Ecology; Endangered species; Hymenoptera; Habitat","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":[0.0002888759,0.0002090345,0.000112207,0.0004093161,0.0005236079,0.0004252931,0.0003027011,0.0001070603,0.0009120153],"category_scores_gemma":[0.0006095373,0.0001914406,0.00014077,0.0003573949,0.0002594618,0.0003450887,0.0003958609,0.000220184,0.0001825843],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001209919,"about_ca_system_score_gemma":0.0005893231,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3304221,"about_ca_topic_score_gemma":0.7052453,"domain_scores_codex":[0.9998044,0.00004582443,0.00001258199,0.00007088253,0.00003162617,0.00003465901],"domain_scores_gemma":[0.9992511,0.00007598087,0.0003628113,0.00004931004,0.0001115404,0.0001493268],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002051245,0.00002315705,0.9931827,0.00002218327,0.00001946487,0.00002406318,0.0004112158,0.0001099024,0.001271943,0.0000263461,0.0004270676,0.00446146],"study_design_scores_gemma":[4.899993e-7,0.00001776757,0.9987366,0.000007068508,0.000006429747,0.00002664787,0.0003374623,0.0002872206,0.000132937,0.000009350046,0.0004358608,0.000002271101],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9980797,0.0001722203,0.0004046478,0.00007809608,0.00000568851,0.00001023475,0.0005530413,0.00001871034,0.0006777077],"genre_scores_gemma":[0.998218,0.0001423205,0.0008234693,0.00004857451,0.000002993187,0.000009105581,0.0003922596,0.000002748867,0.0003605995],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3304221,"threshold_uncertainty_score":0.6569977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03802394606523638,"score_gpt":0.226293870218997,"score_spread":0.1882699241537606,"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."}}