{"id":"W2078689865","doi":"10.1126/science.1217410","title":"Mining the Biodiversity of Plants: A Revolution in the Making","year":2012,"lang":"en","type":"review","venue":"Science","topic":"Plant biochemistry and biosynthesis","field":"Biochemistry, Genetics and Molecular Biology","cited_by":338,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Biodiversity; Drug discovery; Biotechnology; Production (economics); Biology; Computational biology; Biochemical engineering; Ecology; Engineering; Bioinformatics","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":[0.001079851,0.0009003335,0.001171063,0.002315388,0.0004741353,0.001842668,0.0015082,0.001944044,0.003063743],"category_scores_gemma":[0.0009706527,0.000292974,0.0004708971,0.002730524,0.001822162,0.005133257,0.001309299,0.002524992,0.00186745],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001193796,"about_ca_system_score_gemma":0.001606019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001206384,"about_ca_topic_score_gemma":0.001859394,"domain_scores_codex":[0.9996518,0.00006040575,0.00002737429,0.00004854456,0.0001847487,0.00002718829],"domain_scores_gemma":[0.9994956,0.0002332204,0.00006194838,0.00003091206,0.0001135038,0.00006473494],"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":[0.00004236506,0.00004664661,0.0001392696,0.008154088,0.0000639935,0.000181805,0.0001585544,0.0003666987,0.002738464,0.01601595,0.0357794,0.9363128],"study_design_scores_gemma":[0.0000079254,0.00003106014,0.0004312493,0.001485057,0.00002160033,0.0004623679,0.0001299823,0.00006008367,0.0004515064,0.01095491,0.9859509,0.00001332795],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001689662,0.9961966,0.0004378568,0.001332435,0.0002896904,0.000003055614,0.00001143018,0.00001147914,0.001548451],"genre_scores_gemma":[0.001277689,0.9963623,0.0006213388,0.0005616632,0.0003619716,0.000004149427,0.00002547561,0.000003129306,0.0007823113],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003063743,"threshold_uncertainty_score":0.0102492,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06291498936296203,"score_gpt":0.3034421707043978,"score_spread":0.2405271813414357,"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."}}