{"id":"W4395452756","doi":"10.1093/isd/ixae008","title":"Tundra wolf spider (Araneae: Lycosidae) abundance and phenology shift with distance from a northern highway","year":2024,"lang":"en","type":"article","venue":"Insect Systematics and Diversity","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Tundra; Abundance (ecology); Ecology; Wolf spider; Spider; Geography; Phenology; Forestry; Biology; Ecosystem","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001100043,0.0001385412,0.0002100273,0.0000175824,0.0002976031,0.0001181433,0.0001121185,0.00006018922,0.002854869],"category_scores_gemma":[0.00001106065,0.0001053276,0.00002631877,0.0001216806,0.0002601143,0.0001477831,0.0003073979,0.00008123532,0.0002533049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001829607,"about_ca_system_score_gemma":0.000005610901,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002253718,"about_ca_topic_score_gemma":0.006199032,"domain_scores_codex":[0.9991295,0.00003681212,0.000138472,0.000303088,0.0002161024,0.0001760717],"domain_scores_gemma":[0.9995943,0.00008484441,0.00005416855,0.0001651388,0.000008084946,0.00009342127],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007104509,0.00008933421,0.9822618,0.0009974134,0.0001030331,0.0001746653,0.008801561,0.000009152754,0.000329651,0.005389472,0.001430714,0.0003421694],"study_design_scores_gemma":[0.0006862907,0.0001402213,0.9866447,0.0004624015,0.0001302979,0.00003491691,0.004105786,0.0007817946,0.0000822311,0.001681621,0.004795537,0.0004541718],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993189,0.0008891588,0.00121582,0.0002658812,0.0001371928,0.0001866829,0.0002227272,0.00007027454,0.003823298],"genre_scores_gemma":[0.9995841,0.00007496114,0.00004813656,0.00009448619,0.00001842217,0.000005597497,0.00001680267,0.000007011057,0.000150482],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006395136,"threshold_uncertainty_score":0.9980567,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02124141570537114,"score_gpt":0.2032749840389546,"score_spread":0.1820335683335834,"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."}}