{"id":"W2418760969","doi":"10.1371/journal.pone.0156714","title":"Amino Acid and Secondary Metabolite Production in Embryogenic and Non-Embryogenic Callus of Fingerroot Ginger (Boesenbergia rotunda)","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Ginger and Zingiberaceae research","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Malaysian Palm Oil Board; Universiti Malaya; Sustainable Development Technology Canada","keywords":"Callus; Secondary metabolite; Shoot; Somatic embryogenesis; Primary metabolite; Metabolite; Biology; Botany; Auxin; Proline; Pinocembrin; Murashige and Skoog medium; Biochemistry; Explant culture; Chemistry; Amino acid; Flavonoid; In vitro","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001064852,0.0002333446,0.0005121278,0.0003352085,0.00013782,0.00001803494,0.0001609584,0.0002645206,0.0005292533],"category_scores_gemma":[0.0003420464,0.0001907722,0.00005836311,0.0002817514,0.00036729,0.0002487669,0.0001862012,0.0006477391,0.00003837094],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005713534,"about_ca_system_score_gemma":0.0001178366,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000026438,"about_ca_topic_score_gemma":0.00004534172,"domain_scores_codex":[0.9978988,0.000334348,0.000410564,0.0005115657,0.0002834004,0.0005613055],"domain_scores_gemma":[0.998926,0.0002752756,0.0001549412,0.0002590331,0.0001510458,0.0002337099],"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":[0.0002488641,0.000659617,0.08039568,0.000357516,0.000412945,0.00002070414,0.0007076411,0.000002395967,0.9018278,0.00003476654,0.000163762,0.0151683],"study_design_scores_gemma":[0.002052775,0.0001335436,0.1819569,0.0001324302,0.0002691016,0.00001799414,0.00005168661,0.0002179939,0.8139946,0.0002373116,0.0006667732,0.0002688856],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908102,0.006102617,0.000006606672,0.001439926,0.000218809,0.0005614475,0.00004569423,0.00003828572,0.0007763699],"genre_scores_gemma":[0.9939253,0.002425116,0.0002898342,0.0001313564,0.0002195496,0.00007479728,0.000006746171,0.00003284311,0.002894423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1015612,"threshold_uncertainty_score":0.7779465,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.114002449628178,"score_gpt":0.3686913727839605,"score_spread":0.2546889231557825,"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."}}