{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000191811,0.0002474704,0.0002165637,0.005922279,0.002355058,0.001188462,0.0003710238,0.0001082652,0.004799802],"category_scores_gemma":[0.0005028091,0.0001214402,0.0001611667,0.00809122,0.000301794,0.0002784644,0.000444219,0.0002359879,0.0005173883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01034166,"about_ca_system_score_gemma":0.01331941,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9866372,"about_ca_topic_score_gemma":0.9961125,"domain_scores_codex":[0.9996585,0.00001249707,0.00001601781,0.00003428028,0.0002016975,0.00007703903],"domain_scores_gemma":[0.9990072,0.00003233489,0.00005581594,0.00001073883,0.0006945138,0.000199454],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002720122,0.00006686762,0.7752108,0.0006901774,0.0002555448,0.0005870744,0.004654377,0.0003802846,0.002391351,0.001958302,0.05712102,0.1564122],"study_design_scores_gemma":[0.000005111453,0.00001632022,0.9375318,0.0001319856,0.00002656071,0.0001557993,0.002092319,0.0001054286,0.0001514079,0.00005509163,0.05971462,0.00001361173],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8032407,0.03732316,0.0001707252,0.001069924,0.0001049701,0.0001001923,0.06812751,0.0001517023,0.08971112],"genre_scores_gemma":[0.9307046,0.02191279,0.0007441117,0.0004609066,0.00002822543,0.00005167257,0.02502514,0.00002601441,0.02104667],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01336277,"threshold_uncertainty_score":0.07503432,"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."}}