{"id":"W7034149245","doi":"","title":"Saskatchewan honey in Gold Medal Beers, w/ Aaron Comerford","year":2021,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Educational Outcomes and Influences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Gold medal; Medal; Joins; George (robot); Gold standard (test)","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":[0.0005046357,0.000252204,0.0004431412,0.0001129285,0.00008786911,0.00007776322,0.000429371,0.0004466757,0.4631963],"category_scores_gemma":[0.0002285466,0.0002620271,0.0001573174,0.00002660378,0.0002844873,4.323674e-7,0.00006442413,0.0003010187,0.002412913],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001387802,"about_ca_system_score_gemma":0.0004032857,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1445189,"about_ca_topic_score_gemma":0.1912642,"domain_scores_codex":[0.9979439,0.0001598326,0.0006279461,0.0002066827,0.0006828849,0.0003787056],"domain_scores_gemma":[0.9987806,0.0001935045,0.0004807156,0.0002448517,0.000145612,0.000154716],"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":[0.00001275198,0.00004550025,0.000196664,0.0001798312,0.00003100115,0.000007621354,0.002781299,0.00005275841,1.172967e-7,0.0003597473,0.9951959,0.001136842],"study_design_scores_gemma":[0.0002565867,0.00003608328,0.000181171,0.0003163628,0.00001809528,0.000004303995,0.00765719,0.000001297698,0.000001346794,0.00002013229,0.9912236,0.0002837743],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000395029,0.0007514429,3.62442e-8,0.001538297,0.0006913017,0.0003284796,0.00005668014,0.00006762239,0.9961711],"genre_scores_gemma":[0.002445992,0.0006743157,0.0006845673,0.0007191928,0.0003357582,0.00001668042,0.0001756275,0.00005539018,0.9948925],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4607834,"threshold_uncertainty_score":0.9999832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009102058182531654,"score_gpt":0.2337800349296255,"score_spread":0.2246779767470939,"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."}}