{"id":"W2141536199","doi":"10.3897/zookeys.147.2098","title":"Landscape patterns of species-level association between ground-beetles and overstory trees in boreal forests of western Canada (Coleoptera, Carabidae)","year":2011,"lang":"en","type":"article","venue":"ZooKeys","topic":"Forest Ecology and Biodiversity Studies","field":"Agricultural and Biological Sciences","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada; University of Alberta","funders":"Canadian Forest Service; Natural Sciences and Engineering Research Council of Canada; U.S. Forest Service","keywords":"Ecology; Biodiversity; Ground beetle; Geography; Ordination; Taiga; Boreal; Basal area; Habitat; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001107156,0.0000734614,0.0001906578,0.00001340023,0.00006066579,0.000003337555,0.00009391352,0.00007602409,0.00009548332],"category_scores_gemma":[0.00002020846,0.00003499097,0.00002914505,0.000056146,0.00003932112,0.00005740339,0.0000662755,0.00005340161,0.000001513202],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005359122,"about_ca_system_score_gemma":0.00001365115,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6626578,"about_ca_topic_score_gemma":0.9908924,"domain_scores_codex":[0.9994365,0.00003792538,0.0001441547,0.0001149086,0.0001173911,0.0001490998],"domain_scores_gemma":[0.9996549,0.000132258,0.0001226445,0.00002467903,0.00003784686,0.00002762838],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001577144,0.00002374698,0.9988941,0.000008756946,0.00003137769,0.000003154131,0.0004174663,1.960166e-7,0.00004085834,0.0000225128,0.0002394954,0.0003025439],"study_design_scores_gemma":[0.0001613649,0.0001408038,0.9984429,0.00001339643,0.00001724887,1.269678e-7,0.0007628739,7.50772e-7,0.0002328317,0.00003022272,0.0001300111,0.00006744548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9976367,0.00004318315,2.331856e-7,0.00009278158,0.00005105266,0.00007179054,0.0001977568,0.00000430964,0.001902144],"genre_scores_gemma":[0.9994911,0.00003488876,0.000005457984,0.00002344114,0.00003736956,0.000001450768,0.00002938499,2.929569e-7,0.000376589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3282346,"threshold_uncertainty_score":0.3395886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03531249773680419,"score_gpt":0.1870506543031316,"score_spread":0.1517381565663274,"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."}}