{"id":"W3164287553","doi":"10.1101/2021.05.24.445524","title":"Pollinator habitat plantings benefit wild, native bees, but do not necessarily favor rare species","year":2021,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Pollinator; Rare species; Abundance (ecology); Habitat; Species richness; Ecology; Biology; Common species; Range (aeronautics); Relative species abundance; Pollination; Pollen","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0008919559,0.0002084627,0.0002935516,0.0003185518,0.0002591269,0.000520615,0.0002784005,0.0002624932,0.003975525],"category_scores_gemma":[0.002046556,0.0001402756,0.000332979,0.0001872483,0.0004430658,0.0004230953,0.0005405358,0.0003436793,0.000232903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002992224,"about_ca_system_score_gemma":0.0001033214,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001289253,"about_ca_topic_score_gemma":0.006085221,"domain_scores_codex":[0.9995624,0.0001240321,0.00002635605,0.0001492255,0.00006180447,0.00007610217],"domain_scores_gemma":[0.9957619,0.001209018,0.001714559,0.0005837778,0.0001938257,0.0005368892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001562232,0.000355264,0.8217172,0.0003221521,0.0005850525,0.0003870141,0.0003788733,0.001094723,0.1455269,0.0003982893,0.001066768,0.02660546],"study_design_scores_gemma":[0.000009452167,0.0002225398,0.9967445,0.00001054619,0.00004981733,0.0001301023,0.0002143047,0.0004591158,0.00139695,0.0001345929,0.0006242331,0.000003656814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987782,0.0001276882,0.0002514556,0.00006047147,0.0000038214,0.000004245618,0.0000980341,0.00001414404,0.0006619761],"genre_scores_gemma":[0.9992393,0.00004453336,0.0003092877,0.00005861778,0.000006749049,0.000004701864,0.00006942808,0.000005796766,0.0002616335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003975525,"threshold_uncertainty_score":0.01329952,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02658645953860746,"score_gpt":0.1944558080113526,"score_spread":0.1678693484727451,"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."}}