{"id":"W3127574497","doi":"10.3390/insects12020135","title":"Joint Impacts of Drought and Habitat Fragmentation on Native Bee Assemblages in a California Biodiversity Hotspot","year":2021,"lang":"en","type":"article","venue":"Insects","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Natural Sciences and Engineering Research Council of Canada; University of California, San Diego; National Geographic Society; National Science Foundation","keywords":"Generalist and specialist species; Biology; Ecology; Species richness; Biodiversity; Habitat fragmentation; Habitat; Biodiversity hotspot; Halictidae; Climate change; Habitat destruction; Hymenoptera; Apoidea","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0002681206,0.0001186014,0.0001394604,0.0006460539,0.0005404936,0.0004507623,0.0002256398,0.000127784,0.0007491194],"category_scores_gemma":[0.0004799391,0.0001273273,0.0001065577,0.0004529553,0.0003341941,0.0002335107,0.0005142392,0.0002127019,0.00005032744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007133938,"about_ca_system_score_gemma":0.0003585381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06487202,"about_ca_topic_score_gemma":0.2693986,"domain_scores_codex":[0.9998486,0.00003024357,0.00001075546,0.00005026206,0.00002915622,0.00003092156],"domain_scores_gemma":[0.9995455,0.00006772156,0.0001562309,0.00002773594,0.00007445522,0.0001282729],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001161207,0.0000478874,0.9909451,0.00003500267,0.00008129685,0.00006217672,0.0008147241,0.0001421549,0.001538944,0.00003762645,0.0005069125,0.005671988],"study_design_scores_gemma":[0.000001824155,0.00001166474,0.9994031,0.00000330766,0.000006925432,0.000009886279,0.0003500275,0.00005082325,0.00002545015,0.000005752148,0.0001301582,0.000001070671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994552,0.0000891642,0.00002127688,0.00001866522,0.000001756775,0.00000207094,0.0001365788,0.000002208593,0.0002730476],"genre_scores_gemma":[0.9994476,0.00009544701,0.00006792267,0.00001609768,0.000003840456,0.000004847707,0.0002323727,8.78563e-7,0.0001310783],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06487202,"threshold_uncertainty_score":0.1289889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04447400486247327,"score_gpt":0.2200965440400572,"score_spread":0.1756225391775839,"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."}}