{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005938629,0.0001857076,0.000150682,0.0003956979,0.0002900165,0.0006066565,0.0002886832,0.0004476541,0.001442329],"category_scores_gemma":[0.001323961,0.0001313432,0.0002259496,0.0004991714,0.0003830113,0.0005737451,0.000378739,0.000336035,0.0001371677],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009206518,"about_ca_system_score_gemma":0.0002907928,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0260206,"about_ca_topic_score_gemma":0.0630835,"domain_scores_codex":[0.9998094,0.00004340454,0.00001213899,0.00004712471,0.00003735722,0.00005057865],"domain_scores_gemma":[0.9993143,0.00009248281,0.0003531926,0.0000415405,0.0001185078,0.00007995618],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000702031,0.00004068821,0.9826986,0.00003017074,0.00007496107,0.0001106224,0.0001903196,0.004763138,0.002221695,0.0002191491,0.0006086176,0.008971837],"study_design_scores_gemma":[0.000001964441,0.00003369482,0.9930774,0.00000898372,0.00002375692,0.00009744128,0.0003589538,0.005185334,0.000186769,0.0001825343,0.0008370464,0.000006161815],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978356,0.0002061047,0.000340662,0.0002347438,0.000003594556,0.000003515785,0.0004711191,0.00001228177,0.0008924447],"genre_scores_gemma":[0.9992218,0.0001258592,0.0001708592,0.00004723911,0.000005408168,0.000004164106,0.0002833798,0.000001621125,0.0001397632],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0260206,"threshold_uncertainty_score":0.05173826,"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."}}