{"id":"W2367925863","doi":"","title":"Optimization of Conditions for Mulberry Protoplast Isolation","year":2012,"lang":"en","type":"article","venue":"","topic":"Aquaculture disease management and microbiota","field":"Immunology and Microbiology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CAE (Canada)","funders":"","keywords":"Protoplast; Callus; Cellulase; Mannitol; Hydrolysis; Suspension (topology); Yield (engineering); Botany; Enzyme; Horticulture; Cell wall; Biology; Chromatography; Chemistry; Food science; Biochemistry; Materials science","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":[0.0007075479,0.0009523128,0.001053187,0.0005749544,0.0006673479,0.0006970486,0.0005967478,0.0004844832,0.001731069],"category_scores_gemma":[0.000636459,0.0003661372,0.0004476063,0.0004578974,0.0002454259,0.0005597614,0.0005296996,0.0007409521,0.001148526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002721432,"about_ca_system_score_gemma":0.0003910506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005972787,"about_ca_topic_score_gemma":0.002029781,"domain_scores_codex":[0.9991707,0.0002031763,0.0001110464,0.0002231,0.0001873305,0.0001046634],"domain_scores_gemma":[0.9995919,0.0001405181,0.00007096343,0.00005565285,0.00008895446,0.00005195416],"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":[0.00003695315,0.00002256952,0.0001053131,0.00004503741,0.000003103145,0.00005708382,0.00003426746,0.00005380586,0.9987997,0.00002389812,0.0000294217,0.0007888965],"study_design_scores_gemma":[0.00001323975,0.0001772279,0.003100379,0.00001169002,0.00002944348,0.0002866822,0.00006863759,0.0006530401,0.991707,0.00003819653,0.003896687,0.00001771307],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9240806,0.003035784,0.06498911,0.0003119446,0.000188263,0.001170209,0.001804847,0.000750538,0.003668869],"genre_scores_gemma":[0.7987053,0.004020635,0.1757852,0.0002522308,0.00009930608,0.002057075,0.01045337,0.0005911614,0.008035743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001731069,"threshold_uncertainty_score":0.005791008,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01219805330463416,"score_gpt":0.2539335411448975,"score_spread":0.2417354878402633,"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."}}