{"id":"W3215214143","doi":"10.3389/fpls.2021.751866","title":"Global Transcriptome and Coexpression Network Analyses Reveal New Insights Into Somatic Embryogenesis in Hybrid Sweetgum (Liquidambar styraciflua × Liquidambar formosana)","year":2021,"lang":"en","type":"article","venue":"Frontiers in Plant Science","topic":"Plant tissue culture and regeneration","field":"Biochemistry, Genetics and Molecular Biology","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"Fundamental Research Funds for the Central Universities; National Forestry and Grassland Administration","keywords":"Biology; Somatic embryogenesis; Transcriptome; Transcription factor; Gene; Cell biology; Genetics; Auxin; Callus; Somatic cell; Gene expression; Embryogenesis","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":[0.0001453782,0.0002624862,0.0003922293,0.0008834936,0.0001894531,0.0003423225,0.0001200896,0.0001486316,0.0006964132],"category_scores_gemma":[0.0001793311,0.0001438317,0.0004709442,0.001358176,0.0001357567,0.0002760918,0.0002892199,0.0002029645,0.0001566628],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001594597,"about_ca_system_score_gemma":0.0001670343,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008338356,"about_ca_topic_score_gemma":0.001499003,"domain_scores_codex":[0.999858,0.00001209491,0.00000839421,0.00007457274,0.00002369039,0.00002326272],"domain_scores_gemma":[0.999907,0.00001995101,0.00003235843,0.000009907294,0.00001646091,0.00001442022],"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":[0.0003119151,0.00006025667,0.07683062,0.0003375034,0.0004186804,0.0003649217,0.0003427132,0.004575211,0.8795584,0.0006521406,0.0004917724,0.03605582],"study_design_scores_gemma":[0.00001130326,0.0001814419,0.9254978,0.00002921624,0.0004205343,0.0004686277,0.0003559698,0.03128274,0.03553078,0.001444146,0.004743257,0.00003422415],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9830875,0.001066264,0.01092232,0.00003945864,0.000006531704,0.00001636077,0.003658501,0.0001547915,0.001048345],"genre_scores_gemma":[0.9800774,0.0009246918,0.00703223,0.00004626326,0.00001081598,0.00006127834,0.01058618,0.00004127639,0.001219839],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008834936,"threshold_uncertainty_score":0.002329767,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01337938725301157,"score_gpt":0.267413537451219,"score_spread":0.2540341501982075,"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."}}