{"id":"W2290188255","doi":"","title":"To bee, or not to bee, that is the problem: managing wild bee decline in Canadian agriculture","year":2012,"lang":"en","type":"article","venue":"Summit (Simon Fraser University)","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Honey bee; Agriculture; Beekeeping; Biology; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00192075,0.0002378892,0.0001704304,0.0008708432,0.01347595,0.003243804,0.001947566,0.001314033,0.002466814],"category_scores_gemma":[0.003378927,0.0001536843,0.0001504142,0.001552202,0.002616907,0.001376053,0.001804161,0.001253959,0.0001288966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.05143922,"about_ca_system_score_gemma":0.09559928,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9779913,"about_ca_topic_score_gemma":0.9958944,"domain_scores_codex":[0.9983485,0.0002443593,0.00002858799,0.0001172699,0.0005906458,0.0006706599],"domain_scores_gemma":[0.9978926,0.0003628379,0.0002419913,0.00004730399,0.0007660386,0.0006892441],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003482174,0.0008516504,0.1835143,0.001016862,0.0001262834,0.003579091,0.06298073,0.00762565,0.01220597,0.0350307,0.1187841,0.5739365],"study_design_scores_gemma":[0.00008735397,0.0004111883,0.3515747,0.0005704719,0.000168635,0.0007939707,0.1696923,0.005099581,0.003115783,0.007698319,0.4604931,0.0002945653],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7302102,0.007412408,0.002576371,0.1342338,0.0002699246,0.0004743552,0.000310895,0.0001157132,0.1243963],"genre_scores_gemma":[0.9706368,0.003844069,0.003509179,0.006500057,0.00004355797,0.00006382854,0.0001039712,0.00001570679,0.015283],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05143922,"threshold_uncertainty_score":0.3732194,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03138772003743508,"score_gpt":0.2034887679166009,"score_spread":0.1721010478791658,"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."}}