{"id":"W4413732180","doi":"10.64628/aam.6rymkx3rq","title":"For younger-looking, fresher-tasting fruit, use hexanal!","year":2019,"lang":"en","type":"preprint","venue":"","topic":"Edible Oils Quality and Analysis","field":"Chemistry","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Hexanal; Wine tasting; Food science; Chemistry","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":[0.0004986989,0.0005065437,0.0008131081,0.0001330246,0.0001482071,0.0004482266,0.0007158229,0.0008112825,0.005424548],"category_scores_gemma":[0.0005519038,0.0004919164,0.0008542472,0.0001066643,0.00005560029,0.0002072299,0.0007283837,0.0009191584,0.0001174361],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001243766,"about_ca_system_score_gemma":0.0001752153,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002148055,"about_ca_topic_score_gemma":0.000393389,"domain_scores_codex":[0.9971911,0.00003754927,0.0007397065,0.001017801,0.0004538451,0.0005599794],"domain_scores_gemma":[0.9970489,0.0007509603,0.0004950706,0.001310592,0.0002400181,0.0001545302],"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":[0.0007163475,0.002228995,0.1759234,0.1554803,0.01962119,0.0001637654,0.005038103,0.04370572,0.1279855,0.02064108,0.4174941,0.03100152],"study_design_scores_gemma":[0.00582608,0.0001487399,0.0002241928,0.01465163,0.00751175,0.00003078175,0.006580689,0.1633182,0.1921378,0.02468982,0.574411,0.01046925],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.6610799,0.003298549,0.05804454,0.001143981,0.002343158,0.0007774567,0.002326981,0.001485444,0.2694999],"genre_scores_gemma":[0.4188809,0.001301181,0.03506216,0.002392376,0.00565189,0.0004297632,0.004594116,0.0004244676,0.5312631],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2617632,"threshold_uncertainty_score":0.9997532,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06915554729091598,"score_gpt":0.3109082436043163,"score_spread":0.2417526963134004,"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."}}