{"id":"W4256010570","doi":"10.1515/iupac.73.0537","title":"Polyunsaturated Acids","year":2016,"lang":"en","type":"dataset","venue":"IUPAC Standards Online","topic":"Fatty Acid Research and Health","field":"Nursing","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Okanagan College","funders":"","keywords":"Table (database); Polyunsaturated fatty acid; Commission; Chemistry; Product (mathematics); Food science; Biochemistry; Organic chemistry; Human nutrition; Fatty acid; Computer science; Mathematics; Political science; Data mining; Law","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008674065,0.0005730957,0.0008206861,0.0004717672,0.0003402435,0.0001433008,0.0007505989,0.0007635466,0.005667677],"category_scores_gemma":[0.001192023,0.000409386,0.0002212147,0.0004158322,0.0003124963,0.0001602359,0.000182993,0.001462319,0.00003133102],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001141093,"about_ca_system_score_gemma":0.001302925,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005661016,"about_ca_topic_score_gemma":0.002074471,"domain_scores_codex":[0.9951148,0.0002901575,0.0006208865,0.0007243295,0.001973837,0.001275958],"domain_scores_gemma":[0.996975,0.0001800152,0.0002675889,0.001216436,0.000743655,0.0006172882],"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":[0.001733413,0.0002072137,0.000008236054,0.0003529387,0.0000670763,0.0001050911,0.00001287123,1.592942e-7,0.0002658105,0.000002779528,0.9865891,0.01065527],"study_design_scores_gemma":[0.00167677,0.0008227199,0.00007969068,0.0007579947,0.00006208636,0.00003016708,0.00001973444,0.000004185784,0.0007156688,0.0001200827,0.9952063,0.000504587],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.00009725203,0.001498911,0.00005110977,0.01027323,0.002819691,0.0005097518,0.9845102,0.0001755295,0.00006430857],"genre_scores_gemma":[0.00002893492,0.001028175,0.0001068089,0.001502493,0.002314799,0.000013919,0.9945806,0.00007811369,0.0003461786],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.01015068,"threshold_uncertainty_score":0.9998358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02242219586642749,"score_gpt":0.4397934170313205,"score_spread":0.417371221164893,"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."}}