{"id":"W2181034028","doi":"10.1079/ivp2003499","title":"Goldenseal (Hydrastis canadensis L.): In vitro regeneration for germplasm conservation and elimination of heavy metal contamination","year":2004,"lang":"en","type":"article","venue":"In Vitro Cellular & Developmental Biology - Plant","topic":"Plant tissue culture and regeneration","field":"Biochemistry, Genetics and Molecular Biology","cited_by":24,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Germplasm; Biology; Endangered species; Botany; Explant culture; Ecology; In vitro","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002391698,0.0001614752,0.0002216416,0.0001477948,0.00006418632,0.000009884959,0.00006393065,0.0002615276,0.000001263764],"category_scores_gemma":[0.00006248178,0.0001573293,0.00003234909,0.00009406731,0.00007861539,0.00001534459,0.0000282502,0.00006811001,7.112675e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001253726,"about_ca_system_score_gemma":0.000197265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001608133,"about_ca_topic_score_gemma":0.01503796,"domain_scores_codex":[0.9989368,0.00006744398,0.0003859109,0.0003313654,0.00007507516,0.0002034512],"domain_scores_gemma":[0.9996623,0.00002582593,0.0001386092,0.0000674089,0.00006635713,0.00003945789],"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":[0.0004792337,0.00005618996,0.0009964471,0.00002327255,0.00002868276,0.000008771394,0.0002121524,0.0000486708,0.9961465,0.0002064845,0.00008348597,0.001710108],"study_design_scores_gemma":[0.001450602,0.0001299551,0.004161646,0.0000202155,0.0000158141,0.00007011007,0.00009423737,0.0003079736,0.9918982,0.00007772183,0.001591312,0.000182215],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955214,0.0007878458,0.002272276,0.0005132677,0.000154735,0.0004389881,0.0002816625,0.000005781516,0.0000240834],"genre_scores_gemma":[0.9861721,0.0001165253,0.003334981,0.0001163523,0.00005711588,0.00006873623,0.01005975,0.00001038832,0.00006409052],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01342983,"threshold_uncertainty_score":0.8391537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01131775369651125,"score_gpt":0.2194808237849634,"score_spread":0.2081630700884522,"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."}}