{"id":"W2974800872","doi":"","title":"Comparison of honey bee queens overwintered individually and in groups","year":2019,"lang":"en","type":"article","venue":"Journal of the Entomological Society of British Columbia","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Government of British Columbia; Simon Fraser University","funders":"","keywords":"Overwintering; Brood; Honey bee; Biology; Frame (networking); Animal science; Ecology; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000354892,0.00005178666,0.0002971265,0.000007040045,0.00003126412,0.00001722022,0.0002192538,0.0002191582,0.0000910676],"category_scores_gemma":[0.00003958918,0.00005722714,0.000258765,0.00005860925,0.0001804834,0.000006261523,0.0001501113,0.0002207993,3.413373e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001069255,"about_ca_system_score_gemma":0.00003070092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000429704,"about_ca_topic_score_gemma":0.001526708,"domain_scores_codex":[0.9991561,0.00007904648,0.0003949735,0.000105261,0.0001334955,0.0001311351],"domain_scores_gemma":[0.999426,0.00002516653,0.0003628758,0.00007632798,0.00007620372,0.00003339336],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003858492,0.0002705723,0.7575647,0.00002122513,0.00004082681,0.000002464659,0.00008596792,0.00001350817,0.2363202,0.000001019174,0.00500658,0.0006343092],"study_design_scores_gemma":[0.0009852466,0.0008152077,0.9853308,0.00008091333,0.0000297337,0.0001366996,0.0002894995,0.00001994688,0.01192979,0.0001624636,0.0001406088,0.0000791132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991341,0.0004675144,0.00001000279,0.00008366515,0.0001478637,0.0001020143,0.00001829722,0.00000102955,0.00003548806],"genre_scores_gemma":[0.9989671,0.0001453357,0.0003267956,0.0001458815,0.00004429279,0.000001001184,0.000002842974,0.000004059571,0.0003626721],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2277661,"threshold_uncertainty_score":0.2333655,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01184734895388029,"score_gpt":0.258856963039976,"score_spread":0.2470096140860957,"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."}}