{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009526056,0.001054563,0.001493757,0.005479981,0.0006601224,0.001695201,0.001337521,0.0009725241,0.007740701],"category_scores_gemma":[0.001584654,0.0003983554,0.0010883,0.005500427,0.0005170496,0.001462821,0.0007477881,0.001183423,0.001858479],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001252742,"about_ca_system_score_gemma":0.004387562,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01724051,"about_ca_topic_score_gemma":0.03344356,"domain_scores_codex":[0.9996301,0.00003706148,0.00005619547,0.00006833865,0.0001741267,0.00003418131],"domain_scores_gemma":[0.9990735,0.0003640437,0.0001355448,0.00002279241,0.0003480308,0.0000561495],"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":[0.0001216446,0.0001120838,0.0003222671,0.1102731,0.0002633512,0.0002303193,0.0001461513,0.0002775695,0.001921965,0.002716115,0.03785182,0.8457637],"study_design_scores_gemma":[0.00001075019,0.00008688228,0.001397872,0.01602435,0.0004587588,0.0006164235,0.00009879881,0.00005889349,0.0006023784,0.0006509982,0.9799669,0.00002693292],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001352957,0.9985159,0.00005023482,0.0001218029,0.00008512475,0.000007789641,0.00006252652,0.00000642136,0.001015016],"genre_scores_gemma":[0.0005611758,0.9987918,0.0001120569,0.0000872545,0.00003107431,0.000004664239,0.0000569547,0.000001622899,0.0003535287],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9827595,"threshold_uncertainty_score":0.03428036,"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."}}