{"id":"W4380627521","doi":"10.29173/bluejay6352","title":"Book Review: Tiger Beetles of Manitoba: Ecology, Life History and Microsculpture","year":2023,"lang":"en","type":"article","venue":"Blue Jay","topic":"Coleoptera Taxonomy and Distribution","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Tiger; Ecology; Life history; Geography; Environmental ethics; Biology; Computer science; Philosophy; Computer security","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006879131,0.001513544,0.001464878,0.002923091,0.0006823111,0.001548282,0.001521361,0.001684536,0.04310517],"category_scores_gemma":[0.001908214,0.0004788602,0.000458816,0.004634364,0.0004796064,0.0012404,0.0007025406,0.001726186,0.01906268],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002626812,"about_ca_system_score_gemma":0.004604783,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03545548,"about_ca_topic_score_gemma":0.1588085,"domain_scores_codex":[0.9997401,0.00002102874,0.00001915797,0.00004424142,0.0001468442,0.00002866018],"domain_scores_gemma":[0.9981576,0.0002361698,0.0001388904,0.000038931,0.001128119,0.0003003193],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001413427,0.00001017361,0.0001873435,0.0003973888,0.000009966659,0.00004296054,0.00001208734,0.00005283753,0.0001351605,0.000167273,0.9693819,0.02958886],"study_design_scores_gemma":[0.000007611454,0.00001446738,0.001166498,0.0002965935,0.00002008268,0.0001291788,0.00002190875,0.00002348798,0.00004680972,0.00009005137,0.9981782,0.000005135777],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001033022,0.6254576,0.0005568921,0.05515942,0.2510855,0.0001264223,0.001479445,0.0002157701,0.06488588],"genre_scores_gemma":[0.004506058,0.3458937,0.0008509515,0.01791978,0.07834943,0.00009706635,0.00127317,0.000166068,0.5509439],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9645445,"threshold_uncertainty_score":0.1442012,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01991618686785058,"score_gpt":0.2059399903525408,"score_spread":0.1860238034846903,"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."}}