{"id":"W2178477706","doi":"10.1649/663","title":"Beetle Fauna of the United States and Canada","year":2003,"lang":"en","type":"article","venue":"The Coleopterists Bulletin","topic":"Forest Ecology and Biodiversity Studies","field":"Agricultural and Biological Sciences","cited_by":48,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Fauna; Range (aeronautics); Ecology; Geography; Global biodiversity; Species diversity; Biology; 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":[],"consensus_categories":[],"category_scores_codex":[0.0001023819,0.00005300599,0.00006908216,0.000001918538,0.000314943,0.000007012558,0.0001415423,0.00002295071,0.0002916299],"category_scores_gemma":[0.0000388643,0.00001360727,0.00001837735,0.00008072257,0.0001895415,0.00000363237,0.00007488715,0.00004931834,0.000005284631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000901816,"about_ca_system_score_gemma":0.000007013062,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3058936,"about_ca_topic_score_gemma":0.6038362,"domain_scores_codex":[0.9996089,0.00008393572,0.00006555125,0.00007191592,0.0000671526,0.0001025294],"domain_scores_gemma":[0.9997386,0.0001361179,0.0000440961,0.00003500048,0.00002869439,0.00001743429],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006535179,0.00006817629,0.8235448,0.00001700243,0.0000735062,0.000006291545,0.0004887801,0.00001781722,0.001086972,0.001148512,0.1720505,0.00143229],"study_design_scores_gemma":[0.00004605717,0.00003722891,0.6237618,0.000003534474,0.000007159923,0.00000243517,0.0007007512,0.000001276872,0.0004752426,0.00007898076,0.3748463,0.00003921688],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9876839,0.00007827776,4.218625e-8,0.01109616,0.00007426858,0.00008118073,0.00003315357,0.0000047383,0.0009483172],"genre_scores_gemma":[0.9982072,0.00005175336,0.00000429358,0.001088673,0.000008603388,0.000001937609,0.000005005822,1.386225e-7,0.0006324495],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2979426,"threshold_uncertainty_score":0.6987286,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007611253367599466,"score_gpt":0.1613362650107812,"score_spread":0.1537250116431817,"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."}}