{"id":"W4390932559","doi":"10.61855/jds0201.04","title":"Blending Canadian Whisky – A Review","year":2023,"lang":"en","type":"review","venue":"","topic":"Fermentation and Sensory Analysis","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Business; Government (linguistics); Excise; Bottling line; Production (economics); Commerce; Engineering; Economics; Political science; Law","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002120885,0.0001824894,0.0008092328,0.00003645375,0.0001509033,0.00004404458,0.000233795,0.0001084825,0.01036121],"category_scores_gemma":[0.00004659099,0.00005037757,0.0005026712,0.001108919,0.00001097152,0.00003248832,0.00002287805,0.000117307,0.004261326],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007721996,"about_ca_system_score_gemma":0.00004350425,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02409481,"about_ca_topic_score_gemma":0.3443172,"domain_scores_codex":[0.9988999,0.0001226887,0.000344808,0.0002662397,0.0001237936,0.0002425214],"domain_scores_gemma":[0.9994794,0.0001295223,0.0001023294,0.00005112367,0.00002331989,0.0002142657],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[2.862284e-8,0.000001864456,4.715457e-7,0.003801588,0.00003874165,0.000008513943,7.897576e-7,7.126099e-9,1.779238e-7,0.0001021415,0.02073603,0.9753097],"study_design_scores_gemma":[0.000003893631,0.000006722701,0.000003301738,0.01288741,0.0003429662,0.000005393732,0.00001330018,5.849498e-7,1.954647e-8,0.000006340855,0.9865704,0.0001596613],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[4.492503e-7,0.9874355,2.330643e-8,0.0005722167,0.00007209719,0.0003106036,0.00007059748,0.00007951733,0.01145899],"genre_scores_gemma":[2.212016e-7,0.9746031,0.00000441132,0.00098901,0.0001052315,0.00003809453,0.000694011,0.000001100301,0.02356481],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.97515,"threshold_uncertainty_score":0.996514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.222486648073843,"score_gpt":0.3610404924209119,"score_spread":0.1385538443470689,"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."}}