{"id":"W1598938561","doi":"10.1007/s10841-006-9049-2","title":"David L. Pearson, C. Barry Knisley and C.J. Kazilek. A field guide to the tiger beetles of the United States and Canada. Identification, natural history and distribution of the Cicindelidae","year":2007,"lang":"en","type":"article","venue":"Journal of Insect Conservation","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Animal ecology; Tiger; Natural history; Entomology; Distribution (mathematics); Geography; Ecology; Biology; Mathematics","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":[0.0005876426,0.00005741683,0.00008598829,0.00001148957,0.0001455015,0.00001768314,0.0001104717,0.00003439592,0.000007667679],"category_scores_gemma":[0.0003663377,0.00001909326,0.00002746324,0.0001718341,0.00007428772,0.00007910495,0.00003767463,0.000100963,3.074793e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007435945,"about_ca_system_score_gemma":0.00006778871,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1046704,"about_ca_topic_score_gemma":0.3491476,"domain_scores_codex":[0.9992875,0.00007894101,0.0003404599,0.00006495765,0.0001578471,0.00007029836],"domain_scores_gemma":[0.9988856,0.000306874,0.0003710502,0.00004570212,0.0003582377,0.00003259333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003563125,0.00005468325,0.7851456,0.00004308947,0.0000494581,0.000001311427,0.0009070702,0.00003683515,0.1206516,0.0004948794,0.06557997,0.02667918],"study_design_scores_gemma":[0.00009090716,0.00005497194,0.9316083,0.00004830462,0.00001816963,0.00001247286,0.0004825885,0.00008505617,0.005413425,0.00004595554,0.06210377,0.0000360989],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.988215,0.0005039367,0.0000570318,0.01089092,0.0001580469,0.0001283064,0.00003409531,0.000001388692,0.00001126503],"genre_scores_gemma":[0.9989446,0.00008213994,0.000007988922,0.0008719398,0.00003877092,0.000001018542,0.00001914181,2.408967e-7,0.00003415934],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2444772,"threshold_uncertainty_score":0.9012917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01189385959725753,"score_gpt":0.2022474557091621,"score_spread":0.1903535961119046,"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."}}