{"id":"W1987057731","doi":"10.1111/j.1439-0523.2005.01114.x","title":"Improved doubled haploid production protocol for <i>Brassica napus</i> using microspore colchicine treatment <i>in vitro</i> and ploidy determination by flow cytometry","year":2005,"lang":"en","type":"article","venue":"Plant Breeding","topic":"Plant tissue culture and regeneration","field":"Biochemistry, Genetics and Molecular Biology","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biology; Ploidy; Doubled haploidy; Microspore; Colchicine; Rapeseed; Brassica; Botany; Genetics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001208964,0.0001805111,0.0001681656,0.00006094176,0.0001408789,0.00004253355,0.00005031522,0.0001445983,9.710468e-7],"category_scores_gemma":[0.00002126953,0.0001481288,0.0000366595,0.00007385787,0.00002512153,0.00002029718,0.00001876435,0.00004988927,3.330952e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007665819,"about_ca_system_score_gemma":0.00004441999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006376808,"about_ca_topic_score_gemma":0.0003766931,"domain_scores_codex":[0.9991146,0.00001618996,0.0002174845,0.0003720341,0.00006854475,0.0002111691],"domain_scores_gemma":[0.9996902,0.000008888052,0.0001096131,0.00009329107,0.00004722723,0.00005081128],"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":[0.0005921751,0.0001054122,0.0002047013,0.00004986343,0.00001854851,0.000001034795,0.00008083126,0.00004440209,0.9905766,7.736686e-7,0.00144432,0.006881396],"study_design_scores_gemma":[0.002122586,0.0002953101,0.00001678465,0.00003751376,0.00002481503,0.00009905137,0.00002475573,0.0125206,0.9310436,9.019249e-7,0.05363812,0.0001760005],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9513869,0.0003048855,0.003037406,0.0006078127,0.0001823982,0.0440353,0.0003600125,0.00003859576,0.00004667752],"genre_scores_gemma":[0.9280855,0.00008030481,0.01994825,0.0002342073,0.002574797,0.04360263,0.003696049,0.00007082959,0.001707401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05953298,"threshold_uncertainty_score":0.6040516,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02186600930626567,"score_gpt":0.2760310547662908,"score_spread":0.2541650454600251,"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."}}