{"id":"W7161794432","doi":"10.82308/50479","title":"Metabolite fingerprinting tools to detect differences between transgenic and conventional crops","year":2007,"lang":"en","type":"dissertation","venue":"","topic":"Genetically Modified Organisms Research","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Metabolite; Genetically modified crops; Univariate; Transgene; Statistical analysis; Metabolomics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007316358,0.0004958102,0.0003673062,0.001326578,0.0001874457,0.0003770695,0.0003864305,0.0003669143,0.001140248],"category_scores_gemma":[0.001134592,0.0002297342,0.0003377263,0.0007401641,0.0002732539,0.0004925663,0.0002908713,0.0008813445,0.0002847722],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002168441,"about_ca_system_score_gemma":0.0001989673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003646293,"about_ca_topic_score_gemma":0.000708284,"domain_scores_codex":[0.9995479,0.00007542974,0.00005073332,0.000132694,0.0001513943,0.00004176367],"domain_scores_gemma":[0.9985808,0.0005253358,0.0004891534,0.0001400638,0.0001800789,0.00008449463],"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":[0.00006310726,0.00004229272,0.001157108,0.00002756892,0.00001114885,0.0000257981,0.00001125801,0.00004011166,0.9955133,0.0000308178,0.00001292803,0.003064614],"study_design_scores_gemma":[0.00001944254,0.001051647,0.06178429,0.000008389731,0.00007642111,0.0005040606,0.00006436322,0.001294387,0.9337952,0.0002203695,0.001160557,0.00002071563],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9035729,0.001065862,0.09154346,0.0001181943,0.00004125306,0.0001998561,0.001703545,0.0005450296,0.001209935],"genre_scores_gemma":[0.8216258,0.001075504,0.1726296,0.0001965182,0.00003020183,0.0003504778,0.002277071,0.0001307049,0.001684176],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001326578,"threshold_uncertainty_score":0.003869295,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06077023985313976,"score_gpt":0.3105166562507338,"score_spread":0.2497464163975941,"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."}}