{"id":"W2592704715","doi":"10.7717/peerj.3051","title":"Taxonomic and functional trait diversity of wild bees in different urban settings","year":2017,"lang":"en","type":"article","venue":"PeerJ","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":165,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; McGill University; Université Laval","keywords":"Nestedness; Species evenness; Ecology; Geography; Urbanization; Habitat; Urban ecology; Pollinator; Biodiversity; Pollination; Abundance (ecology); Species richness; Biology; Pollen","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001887514,0.0001734442,0.0001766403,0.001302932,0.0008109219,0.0005700499,0.000315948,0.0001857466,0.001137628],"category_scores_gemma":[0.0004465063,0.0001290102,0.0001418765,0.001269073,0.0005240663,0.0002301284,0.0003852402,0.0001419559,0.0001031794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001752182,"about_ca_system_score_gemma":0.0006161853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4756262,"about_ca_topic_score_gemma":0.81228,"domain_scores_codex":[0.9998281,0.00002410527,0.000007068423,0.00004585165,0.00004430164,0.00005049785],"domain_scores_gemma":[0.9997432,0.00002698795,0.00006861376,0.00001982356,0.00008731271,0.00005398767],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006873657,0.00001921417,0.9860023,0.00002339393,0.00004830082,0.0001077775,0.001770821,0.0001007073,0.004021807,0.00007840468,0.0002905197,0.007467919],"study_design_scores_gemma":[5.740496e-7,0.000004272043,0.9992986,0.000001857448,0.000002627889,0.00001647468,0.000477908,0.00004455886,0.00002419739,0.000004310281,0.0001230679,0.000001501646],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999261,0.0001103834,0.00005234317,0.000009628827,7.491922e-7,0.00000645401,0.0001995896,0.000001836143,0.0003580344],"genre_scores_gemma":[0.9992873,0.0000788027,0.0001379476,0.000009575337,0.000001161736,0.000006468144,0.0002741695,0.000001368188,0.000203146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4756262,"threshold_uncertainty_score":0.9457155,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05958237604982309,"score_gpt":0.1899381463828744,"score_spread":0.1303557703330513,"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."}}