{"id":"W4317795289","doi":"10.1073/pnas.2211223120","title":"Recent and future declines of a historically widespread pollinator linked to climate, land cover, and pesticides","year":2023,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":133,"is_retracted":false,"has_abstract":true,"ca_institutions":"Environment and Climate Change Canada","funders":"","keywords":"Occupancy; Biodiversity; Ecology; Geography; Pollinator; Range (aeronautics); Pollination; Land cover; Climate change; Biology; Land use","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005127518,0.00006272365,0.0001390415,0.00002912033,0.000179193,0.00001337053,0.0002098712,0.00004576144,0.000007530005],"category_scores_gemma":[0.0004284518,0.00002175429,0.00002188264,0.0007234128,0.0002564804,0.0001018599,0.000153457,0.00004736081,7.233504e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007113799,"about_ca_system_score_gemma":0.000003940833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001052039,"about_ca_topic_score_gemma":0.000001981975,"domain_scores_codex":[0.9991689,0.000003492603,0.0001798863,0.0001498947,0.0003862624,0.0001115876],"domain_scores_gemma":[0.9993812,0.0002451116,0.0001560532,0.000001035934,0.0001815582,0.00003498209],"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":[0.00005386266,0.00002598551,0.2180234,0.000050322,0.000009336301,1.429083e-8,0.0001364614,0.000002961868,0.7657152,0.004187424,0.001408946,0.01038605],"study_design_scores_gemma":[0.00005210915,0.0001190283,0.980172,0.00004776371,0.000006780825,0.000002481667,0.0001326415,0.00005790962,0.006054962,0.004310776,0.008989825,0.00005371783],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880119,0.0005451321,5.979282e-9,0.01068467,0.00001261781,0.00008991811,0.00005055041,0.00001029871,0.0005949053],"genre_scores_gemma":[0.9963142,0.003219101,0.0001493577,0.0001474431,0.0001197433,0.00000344964,1.866401e-7,3.062643e-7,0.00004616753],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7621486,"threshold_uncertainty_score":0.1378226,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06454452420046476,"score_gpt":0.2764550740342275,"score_spread":0.2119105498337628,"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."}}