{"id":"W1622740818","doi":"10.5539/sar.v4n3p89","title":"Managing Bees for Delivering Biological Control Agents and Improved Pollination in Berry and Fruit Cultivation","year":2015,"lang":"en","type":"article","venue":"Sustainable Agriculture Research","topic":"Plant and animal studies","field":"Agricultural and Biological Sciences","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Coordination of European Transnational Research in Organic Food and Farming Systems; NordForsk","keywords":"Berry; Botrytis cinerea; Fungicide; Biological pest control; Biology; Horticulture; Blowing a raspberry; Pollination; Agronomy; Botany; Pollen","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009791753,0.0001030154,0.0001499075,0.00003367373,0.0003560577,0.0001179618,0.00009150122,0.0001010211,0.000002713597],"category_scores_gemma":[0.0003709344,0.00003670598,0.00002118565,0.0003477144,0.00006766872,0.0001881301,0.0001377479,0.000145149,7.962785e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008681038,"about_ca_system_score_gemma":0.000007384871,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001373607,"about_ca_topic_score_gemma":0.00113832,"domain_scores_codex":[0.99885,0.00009837849,0.0001272691,0.0002788934,0.0001747194,0.0004707607],"domain_scores_gemma":[0.9992025,0.0002712355,0.00003166358,0.00001205369,0.0003831402,0.00009932999],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001297247,0.0004014856,0.4562191,0.0003359822,0.0001083325,0.000109469,0.003377082,0.00004441544,0.3923587,0.01402252,0.008642251,0.1230834],"study_design_scores_gemma":[0.0009309928,0.0006100054,0.9448965,0.00003198137,0.000005757887,0.000005925411,0.0236817,0.001201826,0.0003994242,0.006376467,0.02166247,0.0001969623],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9944407,0.001277029,0.00001177974,0.003126763,0.000008641442,0.0007138068,0.00001441301,0.0000238336,0.0003830564],"genre_scores_gemma":[0.9986745,0.0004588866,0.00004275198,0.0000411911,0.0001287684,0.00009973971,0.00003020143,6.741653e-7,0.0005233472],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4886774,"threshold_uncertainty_score":0.2738544,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1195618087362851,"score_gpt":0.3117893679058471,"score_spread":0.192227559169562,"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."}}