{"id":"W3122507682","doi":"10.1093/ee/nvaa186","title":"Effects of Natural Habitat Loss and Edge Effects on Wild Bees and Pollination Services in Remnant Prairies","year":2020,"lang":"en","type":"article","venue":"Environmental Entomology","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":50,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg; University of Manitoba","funders":"Natural Sciences and Engineering Research Council of Canada; Nature Conservancy of Canada; University of Manitoba","keywords":"Pollination; Biology; Habitat; Ecology; Pollinator; Ecosystem services; Abundance (ecology); Habitat destruction; Habitat fragmentation; Pollen; 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":[],"consensus_categories":[],"category_scores_codex":[0.00003533742,0.00009804389,0.0001601635,0.000008153006,0.00005297384,0.000006944094,0.00005123264,0.0000489867,0.000003510546],"category_scores_gemma":[0.00001387584,0.00004215927,0.00001767875,0.00004435517,0.0001256573,0.00005660593,0.00009421296,0.00006810909,0.000004069502],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000009147151,"about_ca_system_score_gemma":4.028443e-7,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005667786,"about_ca_topic_score_gemma":0.0004433898,"domain_scores_codex":[0.999468,0.00005253063,0.00009020933,0.0001891807,0.00007437121,0.000125671],"domain_scores_gemma":[0.9996433,0.0002658183,0.00004409802,0.000007374867,0.000001093967,0.00003830763],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0001155175,0.00005591147,0.4000365,0.00008950289,0.00001143169,0.00003572222,0.0004905651,2.951354e-7,0.5868806,0.0001011745,0.00001276644,0.01217002],"study_design_scores_gemma":[0.0002688637,0.0007617698,0.9567137,0.00003162275,0.000007336917,0.000007528152,0.0001358289,0.00002118035,0.0415974,0.0001134204,0.000264314,0.00007699519],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958135,0.002323332,6.97851e-8,0.001642255,0.00002793058,0.0001467644,0.00001130127,0.000009234323,0.00002555023],"genre_scores_gemma":[0.9990606,0.0004599831,0.000009391705,0.0003883363,0.00004617376,0.000006456968,0.00001311831,6.258299e-7,0.00001531798],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5566772,"threshold_uncertainty_score":0.1719205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006111832400687722,"score_gpt":0.1755629228123951,"score_spread":0.1694510904117074,"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."}}