{"id":"W3080793610","doi":"10.1371/journal.pone.0235787","title":"Metabolomics reveals chemical changes in Acer saccharum sap over a maple syrup production season","year":2020,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Plant-Derived Bioactive Compounds","field":"Chemistry","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; Agriculture and Agri-Food Canada; Fanshawe College","funders":"Mitacs","keywords":"Sugar; Food science; Sucrose; Growing season; Maple; Stachyose; Saccharum; Chemistry; Botany; Raffinose; Biology; Horticulture","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00009264704,0.0002151864,0.0003964437,0.00004120585,0.00003266603,0.0000308105,0.0002257455,0.0001746552,0.0006416776],"category_scores_gemma":[0.0004019809,0.0002257488,0.00004901012,0.0002082628,0.00004816016,0.000127616,0.0001571617,0.0003930393,0.00008471518],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001535857,"about_ca_system_score_gemma":0.00003151072,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001445965,"about_ca_topic_score_gemma":0.00002203589,"domain_scores_codex":[0.9985509,0.00002902507,0.0001983838,0.0005268496,0.0003458695,0.0003489654],"domain_scores_gemma":[0.9993505,0.00004871089,0.0001132851,0.000282426,0.00006221166,0.00014285],"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":[0.0002073463,0.0004167611,0.007444927,0.0003273698,0.0001642238,0.00001067845,0.0003828229,5.807687e-7,0.9893416,0.00001326796,0.001522667,0.0001677433],"study_design_scores_gemma":[0.0004576714,0.00001839438,0.001034456,0.0001457335,0.00009743857,0.000003759325,0.00009324218,0.0002969833,0.9961259,0.00005712515,0.00141036,0.0002589263],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908338,0.0003699915,0.000002919939,0.007479342,0.00003746115,0.0001769879,0.0001250526,0.0001526915,0.0008217184],"genre_scores_gemma":[0.9967229,0.0002101051,0.0008329258,0.0005444778,0.0008711493,0.00006764428,0.0001174841,0.00004230096,0.0005910384],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006934864,"threshold_uncertainty_score":0.9205769,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05675405214426446,"score_gpt":0.2322726403266923,"score_spread":0.1755185881824278,"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."}}