{"id":"W2055650680","doi":"10.3896/ibra.1.52.4.11","title":"Standard methods for molecular research in<i>Apis mellifera</i>","year":2013,"lang":"en","type":"article","venue":"Journal of Apicultural Research","topic":"Insect and Arachnid Ecology and Behavior","field":"Biochemistry, Genetics and Molecular Biology","cited_by":223,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Biology; Honey bee; Genomics; Population; Population genomics; Genome; Evolutionary biology; Computational biology; Genetics; Ecology; Gene","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005656718,0.0001088501,0.0002306548,0.0002095358,0.0003431858,0.0001353994,0.0005439157,0.0002417841,0.00008876425],"category_scores_gemma":[0.0007991941,0.0000739258,0.0001658549,0.0002160362,0.000278147,0.0000263302,0.0001887673,0.0007662792,0.00001629742],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006602447,"about_ca_system_score_gemma":0.0001808768,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003719211,"about_ca_topic_score_gemma":0.00002779861,"domain_scores_codex":[0.9976529,0.0006983162,0.0003960337,0.0002111408,0.0004340866,0.0006075447],"domain_scores_gemma":[0.9971464,0.000182576,0.0001033536,0.0002376763,0.002176142,0.0001538686],"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":[0.0003347931,0.00008027696,0.001257786,0.00002218879,0.0000293496,0.00001846796,0.00008380177,0.000005871786,0.9736791,0.0002135379,0.008974493,0.01530031],"study_design_scores_gemma":[0.001021772,0.00203795,0.002913659,0.00003704943,0.000007246826,0.00005327314,0.0005753982,0.00001801622,0.9788927,0.002920277,0.01140073,0.0001219199],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950567,0.001026871,0.0005638817,0.002392633,0.0001805442,0.0004876005,0.000003735232,0.000001652287,0.0002864187],"genre_scores_gemma":[0.983464,0.0003944578,0.01454158,0.00008921061,0.0003964255,0.00008050013,0.000008374905,0.00001526602,0.001010164],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01517839,"threshold_uncertainty_score":0.3329145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1165623096534933,"score_gpt":0.5124154359254662,"score_spread":0.3958531262719729,"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."}}