{"id":"W4282596794","doi":"10.3390/metabo12060534","title":"Production and Functionalities of Specialized Metabolites from Different Organic Sources","year":2022,"lang":"en","type":"review","venue":"Metabolites","topic":"Plant tissue culture and regeneration","field":"Biochemistry, Genetics and Molecular Biology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"Government of Jiangsu Province; Natural Science Foundation of Jiangsu Province; National Natural Science Foundation of China","keywords":"Biotechnology; Microorganism; Biochemical engineering; Biology; Agriculture; Bacteria; Ecology; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001290011,0.0003234347,0.0009799802,0.0000857765,0.0001191909,0.00003203486,0.0001445974,0.0001824122,0.0005388371],"category_scores_gemma":[0.0001893245,0.0002273233,0.0002489086,0.000103816,0.00008987977,0.000005525196,0.0001332784,0.0001255413,0.000003398757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001090154,"about_ca_system_score_gemma":0.0001057322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007791784,"about_ca_topic_score_gemma":0.000110398,"domain_scores_codex":[0.9985094,0.0002654833,0.0004176516,0.0004734632,0.0001893998,0.0001445802],"domain_scores_gemma":[0.9992689,0.00004419293,0.0003142053,0.0002820897,0.00004441661,0.00004618868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001037874,0.0003446497,0.0003967217,0.005915339,0.003817879,0.000003293493,0.0005236536,0.000002493209,0.3616288,0.001631114,0.00768158,0.6179507],"study_design_scores_gemma":[0.00008657639,0.00002964161,0.00005245527,0.0001598419,0.001121352,0.00001632808,0.00005636328,1.170006e-7,0.03294373,0.00005920521,0.9652431,0.0002312906],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.01297894,0.9854313,0.00001495808,0.00001811931,0.0006772929,0.0003040828,0.0004821808,0.00001336796,0.00007980377],"genre_scores_gemma":[0.0002333254,0.9886783,0.00009643495,0.00001359547,0.001908343,0.00008567431,0.004804115,0.00003378953,0.004146399],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9575615,"threshold_uncertainty_score":0.9269977,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03357724446518193,"score_gpt":0.2628108004766513,"score_spread":0.2292335560114694,"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."}}