{"id":"W2965771422","doi":"10.1007/s00300-019-02535-y","title":"Spatial distribution of acalyptrate fly (Diptera) assemblages in Northern Canada","year":2019,"lang":"en","type":"article","venue":"Polar Biology","topic":"Species Distribution and Climate Change","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph; McGill University; University of British Columbia","funders":"","keywords":"Species richness; Ecology; Biology; Arctic; Beta diversity; Biodiversity; Abundance (ecology); Habitat; Boreal; Species diversity; Ordination; Community structure","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00008663595,0.00006946075,0.0001177856,0.000008791185,0.00001843782,0.000003259848,0.0001183518,0.0000641339,0.007526217],"category_scores_gemma":[0.00002110928,0.00006165094,0.0000226309,0.00009716416,0.0000579475,0.00003011953,0.00006518561,0.00006710131,0.0002836538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000398849,"about_ca_system_score_gemma":0.00002518066,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6418986,"about_ca_topic_score_gemma":0.9596928,"domain_scores_codex":[0.9993894,0.00004745645,0.0001425255,0.0001513804,0.00007654823,0.0001926663],"domain_scores_gemma":[0.999763,0.00002070339,0.00005639845,0.0001171163,0.000006520106,0.0000362276],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000009789317,0.00002071667,0.9601249,0.000002742329,0.000002439751,0.000001124255,0.00001661704,0.000006364311,0.03860967,0.0002218892,0.0002614507,0.0007223276],"study_design_scores_gemma":[0.0001910404,0.0000382923,0.9812208,0.000002078002,0.000001516428,0.000001320518,0.0001075281,0.00004183432,0.003663144,0.00003226752,0.01462909,0.0000710496],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954694,0.00003076241,0.00004923119,0.0002854592,0.0001785815,0.0000795,0.0002875373,0.000006390244,0.003613166],"genre_scores_gemma":[0.9992968,0.00001275261,0.000001573829,0.0001014246,0.00000962681,0.000002904219,0.0005092912,0.000003070787,0.00006253088],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3177942,"threshold_uncertainty_score":0.993381,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009348290795149684,"score_gpt":0.2214003673845409,"score_spread":0.2120520765893912,"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."}}