{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004511086,0.000200133,0.0004395925,0.00004936119,0.00006479284,0.00001015153,0.0002272085,0.000123853,0.0005450892],"category_scores_gemma":[0.00002679549,0.00009983313,0.00006503262,0.0003267471,0.000132818,0.00007825887,0.0002322567,0.000120756,0.0001299752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007101435,"about_ca_system_score_gemma":0.000004984281,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006055252,"about_ca_topic_score_gemma":0.007533061,"domain_scores_codex":[0.9983564,0.0002447155,0.000378903,0.0003805412,0.0002093626,0.000430081],"domain_scores_gemma":[0.9995394,0.0002327388,0.0001257172,0.00004064319,0.000004756664,0.00005678547],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009431224,0.0001557278,0.9343635,0.000006236021,0.00001706384,0.0001497894,0.0003850088,0.000001502186,0.05898829,0.00001038014,0.0008505931,0.004977561],"study_design_scores_gemma":[0.0006206507,0.0001667321,0.9900503,0.00002642336,0.000004958456,0.000008468732,0.0004646945,0.000003942243,0.004020491,0.0002190473,0.00421985,0.0001944177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99764,0.0002726405,5.006195e-7,0.0009903709,0.00006765524,0.000191008,0.0004233888,0.00003467816,0.0003797947],"genre_scores_gemma":[0.9986444,0.0005783386,0.00002597394,0.0001411656,0.00003423419,0.00002791321,0.0001553266,0.00000214638,0.0003904786],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05568679,"threshold_uncertainty_score":0.5968345,"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."}}