{"id":"W4390982357","doi":"10.21203/rs.3.rs-3760367/v1","title":"Bad air quality raises mortality in honey bees, a concern for all pollinators","year":2024,"lang":"en","type":"preprint","venue":"Research Square","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal","funders":"Institut de Valorisation des Données; Natural Sciences and Engineering Research Council of Canada; Mitacs","keywords":"Pollinator; Honey bee; Bioindicator; Vitality; Pollination; Ecology; Biology; Geography; Pollen","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":[0.0007042506,0.000309561,0.0003094943,0.0004447607,0.0004099643,0.0008023993,0.0002201922,0.001063971,0.0046986],"category_scores_gemma":[0.003061845,0.0001703793,0.0002945912,0.0002716548,0.0003459495,0.000383632,0.0003668024,0.000685397,0.0007009933],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001618492,"about_ca_system_score_gemma":0.0001470896,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002115943,"about_ca_topic_score_gemma":0.002019956,"domain_scores_codex":[0.9994876,0.0001926261,0.000021255,0.00008570775,0.0001487622,0.00006392231],"domain_scores_gemma":[0.9975879,0.0008384652,0.0006510538,0.0003408746,0.0002857122,0.0002958307],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003117568,0.0004899376,0.7568547,0.0003471435,0.0004734419,0.001147343,0.001007999,0.0003499547,0.1432435,0.0007193043,0.009033401,0.08321577],"study_design_scores_gemma":[0.00001885544,0.0004376783,0.9909902,0.00002900832,0.00008026177,0.0003888521,0.0003943941,0.0001550568,0.004568949,0.0008401809,0.002089286,0.000007268358],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908066,0.002404458,0.000692221,0.001551077,0.0001901061,0.000009243468,0.0003781214,0.00003582366,0.003932269],"genre_scores_gemma":[0.9941896,0.001174189,0.0003484823,0.0005304893,0.0002073551,0.00001060691,0.0003500912,0.00002217803,0.003166961],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0046986,"threshold_uncertainty_score":0.0157184,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3528779282868899,"score_gpt":0.4555281393859371,"score_spread":0.1026502110990472,"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."}}