{"id":"W3043266073","doi":"10.1038/s41598-020-68597-9","title":"Selection and validation of reliable reference genes for gene expression studies from Monilinia vaccinii-corymbosi infected wild blueberry phenotypes","year":2020,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Plant Disease Resistance and Genetics","field":"Agricultural and Biological Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Phenotype; Gene; Selection (genetic algorithm); Biology; Genetics; Ericaceae; Gene expression; Reference genes; Computational biology; Botany; Computer science; Artificial intelligence","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001797728,0.0008001514,0.001018346,0.001081763,0.0005677222,0.000680293,0.0006387642,0.0006307163,0.0009110252],"category_scores_gemma":[0.001999019,0.0003629787,0.0005819544,0.001111009,0.0005673917,0.0004347872,0.0004564758,0.0006746954,0.000609958],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000590335,"about_ca_system_score_gemma":0.0005045468,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001000334,"about_ca_topic_score_gemma":0.00202719,"domain_scores_codex":[0.998456,0.0002416711,0.000178284,0.0005216175,0.0004769817,0.0001254644],"domain_scores_gemma":[0.9985263,0.0004157729,0.0002859245,0.0002433813,0.0004708715,0.00005762625],"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":[0.00004455024,0.00002191561,0.0003812596,0.00007004033,0.000004409419,0.00002370418,0.00006488288,0.0000666136,0.9974859,0.00006040849,0.00002895185,0.001747367],"study_design_scores_gemma":[0.00001284047,0.0003497045,0.02025088,0.0000305988,0.00007097573,0.0002455146,0.0001187188,0.00182091,0.9720442,0.00009247618,0.004942417,0.00002072451],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8753807,0.002896149,0.1115912,0.0001710078,0.0002246278,0.0006935362,0.006127429,0.0008215926,0.002093651],"genre_scores_gemma":[0.6962987,0.002726103,0.2602229,0.0002591478,0.00008138823,0.002873651,0.02933883,0.00112304,0.007076273],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001797728,"threshold_uncertainty_score":0.009507358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04548516641931166,"score_gpt":0.2574920459196063,"score_spread":0.2120068795002946,"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."}}