{"id":"W4313407178","doi":"10.1007/978-3-031-13173-8_4","title":"Urban Bats and their Parasites","year":2022,"lang":"en","type":"book-chapter","venue":"Fascinating life sciences","topic":"Bat Biology and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina","funders":"","keywords":"Ecology; Biology; Myotis lucifugus; Urbanization; Foraging; Habitat; Population; Host (biology); Eptesicus fuscus; Disturbance (geology); Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008046346,0.0002810317,0.0003648273,0.00003184512,0.002138805,0.00004347862,0.0004461479,0.0002321493,0.002617187],"category_scores_gemma":[0.0002013517,0.00009863432,0.00009296888,0.0001018485,0.001034206,0.0001100389,0.0004641998,0.0003780073,0.00003554432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001766498,"about_ca_system_score_gemma":0.00002261033,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004728407,"about_ca_topic_score_gemma":0.0003637605,"domain_scores_codex":[0.9985379,0.00006330547,0.0002386317,0.0006347435,0.0001722519,0.0003531453],"domain_scores_gemma":[0.9986425,0.0009624264,0.000216365,0.0000506865,0.00003564007,0.00009239458],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006457795,0.000167739,0.2858043,0.00009851431,0.0005664354,0.00004716573,0.004725615,0.000009179305,0.00692931,0.293737,0.1754591,0.2323911],"study_design_scores_gemma":[0.0001187405,0.001365366,0.08579417,0.00006050818,0.00003859001,0.00002987273,0.002161327,0.00004672668,0.00006984663,0.01577673,0.8936672,0.0008709176],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3250781,0.01094919,1.850628e-7,0.006394449,0.000852289,0.0003238153,0.0001844779,0.0001876113,0.6560299],"genre_scores_gemma":[0.8547752,0.001445292,0.00008804551,0.002331203,0.0008495877,0.00004144616,0.00006967242,0.000003265543,0.1403962],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7182081,"threshold_uncertainty_score":0.9991603,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03798350202392584,"score_gpt":0.2263541661369335,"score_spread":0.1883706641130077,"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."}}