{"id":"W1965899315","doi":"10.2478/v10289-012-0015-9","title":"A Europe-Wide Experiment for Assessing the Impact of Genotype-Environment Interactions on the Vitality and Performance of Honey Bee Colonies: Experimental Design and Trait Evaluation","year":2012,"lang":"en","type":"article","venue":"Journal of Apicultural Science","topic":"Insect and Pesticide Research","field":"Agricultural and Biological Sciences","cited_by":53,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada","funders":"Ministero delle Politiche Agricole Alimentari e Forestali","keywords":"Biology; Vitality; Trait; Honey bee; Genotype; Ecology; Genetics; Gene; Computer science","routes":{"ca_aff":true,"ca_fund":false,"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":[0.004979047,0.002055093,0.002043453,0.001035721,0.001046172,0.0009475296,0.001082191,0.001334848,0.002031648],"category_scores_gemma":[0.002536079,0.0008065063,0.001674098,0.001130299,0.001077912,0.0007139475,0.00175589,0.001791199,0.000415739],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001289703,"about_ca_system_score_gemma":0.001070588,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001888871,"about_ca_topic_score_gemma":0.002828807,"domain_scores_codex":[0.9929837,0.002800494,0.0006941331,0.002265799,0.0007441327,0.0005117584],"domain_scores_gemma":[0.9927735,0.002180496,0.001283318,0.001876614,0.0008152017,0.001070851],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0446805,0.0271802,0.02419811,0.0005193548,0.001547588,0.0002472438,0.0006544649,0.004069811,0.8710453,0.000469512,0.0005208194,0.02486708],"study_design_scores_gemma":[0.006835815,0.2238589,0.3585095,0.00007219832,0.003402734,0.0004627402,0.0003568963,0.006759214,0.3873778,0.0005061234,0.011469,0.0003889861],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9897311,0.0002178165,0.005993394,0.00003364603,0.00004803072,0.00199911,0.0007832096,0.00009142172,0.001102351],"genre_scores_gemma":[0.9078931,0.0004949126,0.06093933,0.000646593,0.0001129111,0.01798804,0.005267501,0.0003786323,0.006278879],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004979047,"threshold_uncertainty_score":0.02633202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1141483633792402,"score_gpt":0.3780687825912646,"score_spread":0.2639204192120245,"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."}}