{"id":"W1535502731","doi":"10.1002/9781444308211.ch3","title":"Insect Biodiversity in the Nearctic Region","year":2009,"lang":"en","type":"other","venue":"","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Museum of Nature","funders":"","keywords":"Nearctic ecozone; Biodiversity; Insect; Geography; Diversity (politics); Ecology; Biology; Sociology; Taxonomy (biology); Anthropology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000196221,0.0001019318,0.0001644979,0.001974334,0.0005291861,0.001022008,0.000268522,0.0001366517,0.01383855],"category_scores_gemma":[0.0002807857,0.00006044366,0.000143763,0.004367656,0.0002718126,0.0005528945,0.0004940821,0.000232068,0.0005874839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001669632,"about_ca_system_score_gemma":0.0009204781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1706703,"about_ca_topic_score_gemma":0.3458463,"domain_scores_codex":[0.9998486,0.00002703042,0.000009000335,0.00001929181,0.00007143884,0.00002463063],"domain_scores_gemma":[0.9997695,0.00006066256,0.00004157242,0.0000112424,0.00008707113,0.000029858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002777269,0.00008880817,0.1870933,0.002768829,0.0001099291,0.00113208,0.01016934,0.003009686,0.00488557,0.02995781,0.07406072,0.6864463],"study_design_scores_gemma":[0.000003668031,0.00002421988,0.815484,0.0005553623,0.0000188664,0.0003595552,0.002800973,0.0001614286,0.0003023608,0.0008261575,0.1794489,0.00001439242],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3387485,0.1513848,0.0003288005,0.002866012,0.0003402139,0.00004412463,0.01357985,0.00009457761,0.4926132],"genre_scores_gemma":[0.7216985,0.1653758,0.002143793,0.0004959661,0.0003218249,0.00003160594,0.007653813,0.00005844865,0.1022202],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1706703,"threshold_uncertainty_score":0.3393538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09197049433187118,"score_gpt":0.1903078368227737,"score_spread":0.09833734249090251,"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."}}