{"id":"W7146937644","doi":"10.29173/bluejay6415","title":"Book Review: Arthropods of Canadian Grasslands Vol. 5: Bettle Diversity of a Canadian Prairie Homestead","year":2025,"lang":"","type":"article","venue":"Blue Jay","topic":"Collembola Taxonomy and Ecology Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Regina","funders":"","keywords":"Diversity (politics); Species diversity; Biodiversity; Grassland; Vegetation (pathology)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004454257,0.0002673622,0.0008110232,0.0004884998,0.001142467,0.00001503783,0.0004998579,0.0002766243,0.004365578],"category_scores_gemma":[0.0004137146,0.0001471796,0.000279662,0.002930123,0.0005993834,0.0001154051,0.0003439397,0.0002223414,0.00003065529],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001963436,"about_ca_system_score_gemma":0.0006945625,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9392058,"about_ca_topic_score_gemma":0.9982015,"domain_scores_codex":[0.9980305,0.0001518693,0.0005470734,0.0004211782,0.0001562138,0.0006931666],"domain_scores_gemma":[0.9984893,0.0002115029,0.0002530124,0.0001714906,0.0004369132,0.0004377487],"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":[0.00001376109,0.00005951774,0.1286631,0.0002590494,0.0001745207,0.00001097632,0.0001982109,0.000001313374,0.00001681612,0.0001233989,0.8663269,0.004152447],"study_design_scores_gemma":[0.0001664356,0.0002164992,0.2742229,0.0004797291,0.000149812,9.554767e-7,0.0006983278,0.00000235893,0.0000886124,0.00002559518,0.7237815,0.0001672508],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.2576415,0.514169,6.124971e-7,0.1509301,0.002628701,0.002011633,0.001872296,0.0000244163,0.07072177],"genre_scores_gemma":[0.857284,0.1064339,0.00002515072,0.01116586,0.0001894865,0.0000418558,0.00005997216,0.0000019853,0.02479775],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5996426,"threshold_uncertainty_score":0.9965445,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01824532320624737,"score_gpt":0.2152572894801679,"score_spread":0.1970119662739206,"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."}}