{"id":"W4385853765","doi":"10.59962/9780774854726","title":"Roasting Chestnuts","year":2007,"lang":"en","type":"book","venue":"University of British Columbia Press eBooks","topic":"Plant and Fungal Interactions Research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Roasting; Food science; Chemistry","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001251329,0.00009500179,0.0002143777,0.00004020749,0.0001157283,0.0000635215,0.000365244,0.0004247898,0.00009192323],"category_scores_gemma":[0.00002175916,0.0002379324,0.0001591322,0.000008477634,0.000222957,0.000003273003,0.0003163853,0.0003018185,0.000006453837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000414692,"about_ca_system_score_gemma":0.0002119189,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03101658,"about_ca_topic_score_gemma":0.1099341,"domain_scores_codex":[0.9990362,0.00002955418,0.0001376309,0.0003457046,0.0002115846,0.0002393252],"domain_scores_gemma":[0.9992738,0.00002466272,0.0001369811,0.0002444676,0.0002206208,0.0000994286],"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":[0.0001042116,0.00004674522,0.0001049507,0.0001822822,0.0002880848,0.0004493705,0.00003991861,0.000004252911,0.008570475,0.00002385093,0.9500787,0.04010713],"study_design_scores_gemma":[0.0003494958,0.0001102143,0.000246718,0.0002805023,0.00004664228,0.0001225413,0.00002976891,0.0000157964,0.0004610123,0.00002863752,0.9980603,0.0002483402],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.008057362,0.0004133287,0.0001682689,0.000001124122,0.0001153493,0.0002108269,0.000553783,0.00001885493,0.9904611],"genre_scores_gemma":[0.005095676,0.0002226673,0.0002560434,0.00001326041,0.0001690466,3.043195e-7,0.0004080518,0.0000233555,0.9938116],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.07891751,"threshold_uncertainty_score":0.975436,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01898990077885269,"score_gpt":0.2190379898017201,"score_spread":0.2000480890228674,"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."}}