{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001539186,0.0003837759,0.0002220273,0.0007484351,0.002769127,0.002245792,0.0003930409,0.0007561694,0.02162154],"category_scores_gemma":[0.000304787,0.0001645585,0.0001820756,0.0007279551,0.001707635,0.001465473,0.0009222149,0.001402575,0.005701229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003121621,"about_ca_system_score_gemma":0.001684273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1223604,"about_ca_topic_score_gemma":0.3565755,"domain_scores_codex":[0.9997826,0.0000225037,0.000004219268,0.00004914402,0.0001009394,0.00004065845],"domain_scores_gemma":[0.9998887,0.00002352435,0.000007237133,0.000008590588,0.00004330601,0.00002863221],"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":[0.0000608302,0.00002655858,0.0008847818,0.0002391784,0.000007098819,0.0005862496,0.01431407,0.00009127812,0.004810065,0.07812884,0.736639,0.164212],"study_design_scores_gemma":[0.000001055261,0.000008234697,0.0009099719,0.00005727964,0.000001608805,0.0001811887,0.001082713,0.00001669451,0.0002824217,0.0005852435,0.9968696,0.000004006728],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01376232,0.04010288,0.001016934,0.01151892,0.004256236,0.00004351438,0.0002562474,0.0002854275,0.9287575],"genre_scores_gemma":[0.0185432,0.006272833,0.0006040861,0.001869395,0.0002050918,0.000006713501,0.00008971026,0.0001045004,0.9723045],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1223604,"threshold_uncertainty_score":0.2432963,"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."}}