{"id":"W4212800968","doi":"10.1111/nph.18039","title":"Conservation and architecture of housekeeping genes in the model marine diatom <i>Thalassiosira pseudonana</i>","year":2022,"lang":"en","type":"article","venue":"New Phytologist","topic":"Molecular Biology Techniques and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"Natural Sciences and Engineering Research Council of Canada; National Natural Science Foundation of China; Canada Research Chairs; Natural Environment Research Council; Sight Research UK","keywords":"Thalassiosira pseudonana; Housekeeping gene; Biology; Gene; Diatom; Computational biology; Genetics; Gene expression; Botany; Ecology","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":[0.00006779352,0.0001279294,0.0001407939,0.0004806604,0.0002294448,0.0003246856,0.0001384617,0.0001505442,0.0005625399],"category_scores_gemma":[0.00015573,0.0001173502,0.000191252,0.0004803,0.0002390321,0.0001852243,0.0001874068,0.0001495361,0.0002251227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002634231,"about_ca_system_score_gemma":0.0001866878,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002555384,"about_ca_topic_score_gemma":0.004866854,"domain_scores_codex":[0.9999142,0.00000450137,0.000005638654,0.00005086554,0.00001427507,0.00001053405],"domain_scores_gemma":[0.9998342,0.00002751891,0.00007206522,0.00001587162,0.00002490612,0.00002534223],"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":[0.0001783796,0.00001278997,0.03119783,0.0001051113,0.00002305324,0.00009913766,0.0002148035,0.0003250571,0.9611704,0.0002404396,0.0001162332,0.006316787],"study_design_scores_gemma":[0.000009771395,0.0001467408,0.9417027,0.00001738367,0.00005199806,0.0004181492,0.0003143829,0.002665645,0.04974358,0.0003511023,0.00455971,0.0000188643],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965129,0.0004639979,0.001067049,0.00002225421,0.000003708257,0.000004761724,0.001019481,0.00003602057,0.0008698157],"genre_scores_gemma":[0.9948344,0.0002185981,0.001835817,0.00006527194,0.000004014733,0.00001847702,0.002117501,0.00002496617,0.0008809335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002555384,"threshold_uncertainty_score":0.005080998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01410468775311777,"score_gpt":0.2516401942016865,"score_spread":0.2375355064485687,"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."}}