{"id":"W929946874","doi":"10.1017/cbo9781139003339.005","title":"Tiger beetles:","year":2012,"lang":"en","type":"book-chapter","venue":"Cambridge University Press eBooks","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"","keywords":"Tiger; Geography; Computer science; Cartography; Communication; Computer security; Psychology","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000120737,0.001017761,0.0004286422,0.001882915,0.000421374,0.001244008,0.0005390386,0.0005607255,0.1137122],"category_scores_gemma":[0.0001832182,0.0002561043,0.0002558063,0.00233341,0.0003139272,0.00160294,0.0006758297,0.0008958103,0.04441607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006209107,"about_ca_system_score_gemma":0.0005148849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004577544,"about_ca_topic_score_gemma":0.0139891,"domain_scores_codex":[0.9999329,0.000004035739,0.000004063174,0.00001644426,0.00002975307,0.00001278847],"domain_scores_gemma":[0.999953,0.000008236947,0.000004691453,0.000004760623,0.00001588023,0.00001346824],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004759479,0.00005802494,0.0001898171,0.001588831,0.000008272169,0.00007885004,0.0002580254,0.0002514002,0.002096015,0.004675191,0.4103092,0.5804388],"study_design_scores_gemma":[0.000001924035,0.00002556428,0.001091092,0.000235641,0.000004052579,0.0001403595,0.00005212777,0.00002620304,0.0002086738,0.0007238826,0.9974873,0.000003207683],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.005039877,0.3572165,0.00265781,0.002974126,0.008600398,0.0002023071,0.005881894,0.001019072,0.6164079],"genre_scores_gemma":[0.007970174,0.1279259,0.001840742,0.001060695,0.001257322,0.00006351768,0.004390215,0.0001697672,0.8553217],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8862877,"threshold_uncertainty_score":0.3804053,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02887250161647006,"score_gpt":0.1762690096420778,"score_spread":0.1473965080256078,"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."}}