{"id":"W2170662134","doi":"10.4039/tce.2014.70","title":"Degree-day models for development of the dung beetles<i>Onthophagus nuchicornis</i>,<i>O. taurus</i>, and<i>Digitonthophagus gazella</i>(Coleoptera: Scarabaeidae), and the likelihood of<i>O. taurus</i>establishment in southern Alberta, Canada","year":2014,"lang":"en","type":"article","venue":"The Canadian Entomologist","topic":"Ecology and Vegetation Dynamics Studies","field":"Environmental Science","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"U.S. Department of Agriculture","keywords":"Scarabaeidae; Overwintering; Dung beetle; Biology; Ecology; Scarabaeinae; Zoology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0007114486,0.0005477828,0.0003122768,0.0005743896,0.0005555226,0.000801162,0.0009763787,0.0004875599,0.002695378],"category_scores_gemma":[0.001219463,0.0003705902,0.0008706386,0.0002356835,0.0005347446,0.0003474862,0.0004741776,0.0005880492,0.0003173617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002762129,"about_ca_system_score_gemma":0.001265385,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1930482,"about_ca_topic_score_gemma":0.2103224,"domain_scores_codex":[0.9998658,0.000032135,0.000004056428,0.00003243445,0.00001694665,0.00004867837],"domain_scores_gemma":[0.9993905,0.0002760137,0.0001174418,0.00002550056,0.00008888337,0.0001016543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0001664875,0.00005531229,0.05893396,0.00002952908,0.00008734995,0.00006164015,0.00008515335,0.9312822,0.001939636,0.002585158,0.0007556146,0.004017985],"study_design_scores_gemma":[0.00001187494,0.00003995383,0.02324525,0.000006201927,0.0000212162,0.00002577729,0.00006204403,0.9748878,0.0002531363,0.0008472571,0.000587124,0.00001235377],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9809146,0.0002613226,0.01479064,0.0001412544,0.00001408433,0.00002719193,0.0007795229,0.0001093538,0.002962207],"genre_scores_gemma":[0.9958852,0.0000600998,0.00152047,0.0000104976,0.000003479263,0.00002052868,0.0004846865,0.00001436506,0.002000659],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8069518,"threshold_uncertainty_score":0.3838491,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009292765131400054,"score_gpt":0.1912251104697719,"score_spread":0.1819323453383719,"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."}}