{"id":"W4415756975","doi":"10.1093/jee/toaf242","title":"Historical agroeconomic analysis of the relationship between commercial pollinator use and <i>Vaccinium angustifolium</i> (Ericales: Ericaceae) yield in Quebec, Canada (2015–2021)","year":2025,"lang":"en","type":"article","venue":"Journal of Economic Entomology","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Natural Sciences and Engineering Research Council of Canada; Ministère de l'Agriculture, des Pêcheries et de l'Alimentation","keywords":"Pollinator; Pollination; Crop; Yield (engineering); Hand-pollination; Productivity","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0003296168,0.0001377523,0.0001142645,0.0007562998,0.0006870826,0.0006872719,0.0005704889,0.000195755,0.002061178],"category_scores_gemma":[0.0009284273,0.0001283285,0.0001884703,0.001807305,0.0003013498,0.0002600349,0.0002690617,0.0002909747,0.0002067623],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01303214,"about_ca_system_score_gemma":0.0043432,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9796799,"about_ca_topic_score_gemma":0.9918708,"domain_scores_codex":[0.9998007,0.00001997645,0.00001081103,0.00004923324,0.00005689959,0.00006232664],"domain_scores_gemma":[0.9986039,0.0001278674,0.0003642412,0.00004910275,0.0005881059,0.0002667645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002697531,0.00001810441,0.9942304,0.00001415843,0.00004026554,0.00003874123,0.0001295501,0.0005070277,0.0001620222,0.0001077504,0.001095906,0.003629183],"study_design_scores_gemma":[7.144343e-7,0.000005116065,0.9985941,0.000004936988,0.000005312216,0.000009991001,0.0001452042,0.0005152255,0.00002340574,0.000006747201,0.0006870046,0.000002215238],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987249,0.0003404378,0.000187301,0.0001609278,0.000004221923,0.000017469,0.01048143,0.0000107004,0.001548535],"genre_scores_gemma":[0.9945463,0.0001585387,0.0001339135,0.0000322924,0.000003040491,0.000008622158,0.004010225,0.000002417064,0.001104656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02032012,"threshold_uncertainty_score":0.0945552,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05377690859657713,"score_gpt":0.2457641074569182,"score_spread":0.191987198860341,"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."}}