{"id":"W4414166241","doi":"10.1016/j.indcrop.2025.121842","title":"A multi-stage protocol for indirect somatic embryogenesis and plantlet regeneration from leaf explants of Quercus chungii","year":2025,"lang":"en","type":"article","venue":"Industrial Crops and Products","topic":"Plant tissue culture and regeneration","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Research and Innovation in Science and Technology Project; Key Research and Development Program of Hunan Province of China","keywords":"Plantlet; Somatic embryogenesis; Explant culture; Callus; Embryo; Regeneration (biology)","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":[0.0005489021,0.0005526182,0.0004015775,0.0005407478,0.0004410685,0.0003853923,0.0007753829,0.0004512427,0.0008660751],"category_scores_gemma":[0.0001527975,0.0002560806,0.0004604259,0.0003032968,0.0002600939,0.0003972737,0.0005571003,0.001085936,0.0007483113],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003522977,"about_ca_system_score_gemma":0.0006501011,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007783218,"about_ca_topic_score_gemma":0.002718317,"domain_scores_codex":[0.9995527,0.00005114825,0.00006069852,0.0001144516,0.0001710004,0.00005006404],"domain_scores_gemma":[0.9997892,0.00003478222,0.00003945429,0.00005689975,0.00004876734,0.00003093128],"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":[0.000005731789,0.000007618861,0.0000613404,0.00003488953,0.000001364864,0.00004963316,0.00001713513,0.00004210231,0.9979575,0.0001840545,0.0000210071,0.001617733],"study_design_scores_gemma":[0.000008830649,0.0003405318,0.005399981,0.00003833943,0.00003344216,0.001446396,0.00007305254,0.001511384,0.9722285,0.0002634122,0.01862568,0.00003042632],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.4849372,0.005748635,0.4867263,0.0003786402,0.0005601844,0.002124839,0.001411395,0.00121615,0.0168967],"genre_scores_gemma":[0.6261188,0.004057541,0.3339183,0.0002678737,0.00008674014,0.001563987,0.00353736,0.0002995903,0.03014981],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0008660751,"threshold_uncertainty_score":0.002902865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08475823910563676,"score_gpt":0.3191489450017014,"score_spread":0.2343907058960647,"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."}}