{"id":"W2790112301","doi":"10.14430/arctic4702","title":"The Effect of Road Proximity on Arthropod Communities in Yukon, Canada + Supplementary Appendix 1 (See Article Tools)","year":2018,"lang":"en","type":"article","venue":"ARCTIC","topic":"Fire effects on ecosystems","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Agriculture and Agri-Food Canada; Natural Sciences and Engineering Research Council of Canada","keywords":"Subarctic climate; Abundance (ecology); Ecology; Transect; Arthropod; Ecosystem; Geography; Vegetation (pathology); Environmental science; Biology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"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":[0.0002574906,0.0003156908,0.0003531739,0.001331829,0.001909431,0.0007987772,0.0007755166,0.0002863592,0.02013808],"category_scores_gemma":[0.001216211,0.0002083615,0.0004484688,0.003685975,0.0003583254,0.0003730577,0.0006874236,0.0002951968,0.00114678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01058308,"about_ca_system_score_gemma":0.01552565,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9903048,"about_ca_topic_score_gemma":0.9959059,"domain_scores_codex":[0.9996569,0.00003041065,0.00003324499,0.00007836524,0.0000805386,0.0001204928],"domain_scores_gemma":[0.9982514,0.0002333481,0.0001456861,0.0000704285,0.0010463,0.0002528924],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004754929,0.00006460048,0.9099571,0.000801778,0.0002940572,0.0003055583,0.001498251,0.001217414,0.002104162,0.000582069,0.04876357,0.03393595],"study_design_scores_gemma":[0.00001756363,0.00001985013,0.9917102,0.00008406851,0.00004176679,0.00004809905,0.001797527,0.0003599707,0.0001478429,0.00004401576,0.005711654,0.0000174663],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7087812,0.0009492643,0.0004587117,0.0003750338,0.00004908309,0.0001370787,0.2810105,0.0001303205,0.0081088],"genre_scores_gemma":[0.886643,0.001008329,0.001944327,0.0001657875,0.000009662725,0.0001895387,0.1015309,0.00005670899,0.008451873],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02013808,"threshold_uncertainty_score":0.07678604,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006534175039424868,"score_gpt":0.2135755637983099,"score_spread":0.207041388758885,"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."}}