{"id":"W2175553963","doi":"10.1649/815.1","title":"Effects of Forest Roads on Spatial Distribution of Boreal Carabid Beetles (Coleoptera: Carabidae)","year":2005,"lang":"en","type":"article","venue":"The Coleopterists Bulletin","topic":"Forest Ecology and Biodiversity Studies","field":"Agricultural and Biological Sciences","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Killam Trusts; Suomen Kulttuurirahasto","keywords":"Generalist and specialist species; Habitat; Ecology; Biological dispersal; Species richness; Geography; Abundance (ecology); Biology; Population","routes":{"ca_aff":true,"ca_fund":true,"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":[],"consensus_categories":[],"category_scores_codex":[0.0003706185,0.0002503051,0.0001802913,0.0004510236,0.0003037784,0.0004699057,0.0002176235,0.0001929034,0.00155133],"category_scores_gemma":[0.001456806,0.0001617163,0.0004936648,0.0002623141,0.0003553675,0.0002638459,0.0003488601,0.0002269761,0.0001716925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003180966,"about_ca_system_score_gemma":0.0002387754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01396948,"about_ca_topic_score_gemma":0.02846949,"domain_scores_codex":[0.999483,0.0001908588,0.00002904409,0.0001361831,0.00004434569,0.0001164927],"domain_scores_gemma":[0.998172,0.0007214718,0.000546434,0.00009930635,0.0001317633,0.0003290531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009327665,0.0001458966,0.9844504,0.00005745577,0.0002813865,0.0002549712,0.0003407587,0.0003043294,0.004558994,0.00003801392,0.0002251189,0.008409885],"study_design_scores_gemma":[0.000002887684,0.0001301395,0.9993848,0.0000034311,0.00003904297,0.00005104123,0.0001155514,0.00007890003,0.00009819435,0.00000577036,0.00008798988,0.000002246058],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994591,0.0001779575,0.00001816709,0.000008551046,0.000002793319,0.000001587353,0.00008491881,0.00000252681,0.0002444651],"genre_scores_gemma":[0.999541,0.00009841523,0.00004646905,0.00000760902,0.000003390654,0.000003444871,0.0001471217,0.000001800358,0.000150703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01396948,"threshold_uncertainty_score":0.02777636,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006042334828727496,"score_gpt":0.182900973697773,"score_spread":0.1768586388690455,"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."}}