{"id":"W7093306221","doi":"10.25545/bwfu2z/zpsfnx","title":"FattyAcid_Sample004.csv","year":2025,"lang":"","type":"dataset","venue":"UNB Dataverse","topic":"Metabolomics and Mass Spectrometry Studies","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Composition (language); Component (thermodynamics); Product (mathematics); Chemical composition","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009840342,0.002828784,0.001622909,0.003642645,0.0009851941,0.002819306,0.002438239,0.002569528,0.1577456],"category_scores_gemma":[0.004797024,0.000954322,0.001110383,0.00543018,0.0005226976,0.001382021,0.002014495,0.001868871,0.1280853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001346088,"about_ca_system_score_gemma":0.001912837,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01221673,"about_ca_topic_score_gemma":0.01580786,"domain_scores_codex":[0.9992626,0.00008386801,0.00006728445,0.0002766078,0.0001897948,0.0001198426],"domain_scores_gemma":[0.9985157,0.0004931594,0.0001738596,0.0003426044,0.0002882161,0.0001865273],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003164592,0.00004323395,0.001107762,0.001528787,0.00006657567,0.00004454182,0.00003424448,0.000386112,0.0009962603,0.0008350623,0.9908383,0.003802589],"study_design_scores_gemma":[0.0004587123,0.00002776598,0.002821561,0.0002618822,0.00004666528,0.0000564342,0.0000444391,0.0004706619,0.001617161,0.001632258,0.9925248,0.00003765151],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0001104628,0.00003712717,0.00005357634,0.00002803481,0.00001291461,0.000007087825,0.998741,0.0005482835,0.0004615073],"genre_scores_gemma":[0.0006299032,0.0000582803,0.0002995055,0.00005424245,0.000006135462,0.00004645868,0.9981084,0.0002493331,0.0005477356],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.8422544,"threshold_uncertainty_score":0.5277117,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008678800755340341,"score_gpt":0.2596440692982362,"score_spread":0.2509652685428959,"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."}}