{"id":"W2993430313","doi":"10.1002/elsc.201900133","title":"Improved in vitro rooting in liquid culture using a two piece scaffold system","year":2019,"lang":"en","type":"article","venue":"Engineering in Life Sciences","topic":"Plant tissue culture and regeneration","field":"Biochemistry, Genetics and Molecular Biology","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"Ministry of Agriculture, Food and Rural Affairs; Ontario Ministry of Agriculture, Food and Rural Affairs","keywords":"Micropropagation; Liquid culture; Scaffold; Liquid medium; Plant tissue culture; Agricultural engineering; Tissue culture; Process (computing); Botany; Horticulture; Biology; Computer science; Biochemical engineering; Process engineering; Pulp and paper industry; In vitro; Biomedical engineering; Engineering","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":[0.0002855629,0.0005984163,0.0004417757,0.0004224724,0.0002450997,0.0007822511,0.0004885419,0.0006211027,0.001123879],"category_scores_gemma":[0.0002197643,0.0001955108,0.0003782733,0.0002236112,0.0002266683,0.0004858919,0.0004411082,0.0005157025,0.0008191484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002091679,"about_ca_system_score_gemma":0.0001938285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007286425,"about_ca_topic_score_gemma":0.001226014,"domain_scores_codex":[0.9997136,0.00003412927,0.00002988032,0.00007141088,0.0001197762,0.00003119478],"domain_scores_gemma":[0.9995955,0.00008790468,0.0001269005,0.00006770492,0.0000612607,0.00006079898],"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":[0.00001574646,0.00001335834,0.00006587916,0.00002988802,0.000001936898,0.00005468595,0.00001476376,0.0001125971,0.9981707,0.00002258637,0.00001710583,0.001480836],"study_design_scores_gemma":[0.00001177677,0.0005881789,0.002979914,0.0000139967,0.00002929918,0.0003276429,0.00004868654,0.003863634,0.9880981,0.00003123016,0.00398166,0.0000258589],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9440231,0.0009412869,0.05147209,0.00009232396,0.00009569249,0.0001050303,0.0002837285,0.0009349392,0.002051864],"genre_scores_gemma":[0.9604494,0.0004606095,0.03477268,0.00005021959,0.00002085434,0.00009696119,0.0004783063,0.00008436853,0.003586709],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001123879,"threshold_uncertainty_score":0.003759742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008221794431100351,"score_gpt":0.2308691016432486,"score_spread":0.2226473072121483,"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."}}