{"id":"W4401595966","doi":"10.33424/futurum522","title":"Bringing beekeeping and berry farming to Alberta","year":2024,"lang":"en","type":"article","venue":"","topic":"Agriculture and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Berry; Beekeeping; Agriculture; Agricultural science; Agroforestry; Political science; Geography; Horticulture; Environmental science; Archaeology; Biology; Botany","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":[0.001330736,0.0003451232,0.0002561549,0.0008622035,0.01341453,0.004871623,0.001336157,0.001287418,0.01211543],"category_scores_gemma":[0.00156203,0.0002080128,0.0002471223,0.001232768,0.003243,0.001368004,0.002866244,0.002390903,0.0009541715],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0360377,"about_ca_system_score_gemma":0.07406691,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9350483,"about_ca_topic_score_gemma":0.9887211,"domain_scores_codex":[0.9985169,0.0001942152,0.00001579407,0.0001024306,0.0005451749,0.0006255471],"domain_scores_gemma":[0.9966209,0.0002525906,0.00007564809,0.00006953395,0.0009176512,0.002063677],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002816221,0.0004497382,0.03604534,0.0006251229,0.00005173175,0.004467938,0.03420921,0.0005618581,0.007321689,0.02277235,0.4840646,0.4091488],"study_design_scores_gemma":[0.00002044515,0.00008709511,0.03415963,0.0002787565,0.0000219242,0.0002487631,0.04578746,0.0001213108,0.00065497,0.004001223,0.914565,0.0000534032],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2155809,0.04658572,0.002128101,0.3453946,0.01062313,0.0001877981,0.0005796993,0.000519425,0.3784007],"genre_scores_gemma":[0.5985367,0.04650315,0.01094029,0.04995726,0.001079731,0.00006902135,0.0005667742,0.0002037086,0.2921432],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06495172,"threshold_uncertainty_score":0.261473,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01194066596204445,"score_gpt":0.2317813944347613,"score_spread":0.2198407284727168,"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."}}