{"id":"W7043827285","doi":"","title":"Tasting Together - Saturday November 19, 2022","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Enzyme Structure and Function","field":"Materials Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Wine tasting; Subject (documents); Work (physics); Taste","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003709009,0.0003415976,0.0003898928,0.00009074841,0.0001505554,0.00006540047,0.000377721,0.0003151878,0.9614307],"category_scores_gemma":[0.0001528723,0.0003245754,0.0001486693,0.00001329748,0.0001067548,2.95525e-7,0.0001959324,0.0003724706,0.0137622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008818882,"about_ca_system_score_gemma":0.00004206184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00434083,"about_ca_topic_score_gemma":0.001231141,"domain_scores_codex":[0.9980907,0.0001129409,0.0005610613,0.0002871504,0.0006097748,0.000338317],"domain_scores_gemma":[0.9985983,0.00009711308,0.0006805118,0.0004427612,0.00007328459,0.0001080456],"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":[0.00005584438,0.00001845241,0.000003515401,0.0002455517,0.00002519053,0.00001308011,0.0001450935,0.0003043942,0.00005384921,0.0000422783,0.9984106,0.0006821214],"study_design_scores_gemma":[0.0003516994,0.00009690352,0.000004384738,0.00005815797,0.000046654,0.00008169992,0.0001442485,0.000005193442,0.0001024265,0.00001587746,0.9987446,0.0003481237],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000107255,0.000463235,9.089782e-7,0.00008560658,0.001390918,0.0003304073,0.0003211948,0.0002653865,0.9970351],"genre_scores_gemma":[0.0002908137,0.00005522204,0.001177297,0.0006822535,0.0004250229,0.00002720748,0.0002870273,0.0001517514,0.9969034],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9476686,"threshold_uncertainty_score":0.9999206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005632232630791935,"score_gpt":0.1853936336802765,"score_spread":0.1797614010494846,"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."}}