{"id":"W7028971610","doi":"","title":"A Good Day to Cream of the Crud","year":2022,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Higher Education and Employability","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Hobby; Favourite; Craft; Crew; Buckingham; Midnight; Assembly line","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":[0.0005884545,0.0005736497,0.000338845,0.0006683749,0.01134853,0.004753776,0.0006442656,0.001899572,0.1758651],"category_scores_gemma":[0.002092654,0.0003039872,0.0002920275,0.0006459028,0.001395179,0.003982671,0.004120738,0.003355449,0.0650559],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001413914,"about_ca_system_score_gemma":0.001231795,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01701608,"about_ca_topic_score_gemma":0.05954379,"domain_scores_codex":[0.9993777,0.0001601993,0.00001222962,0.00006674148,0.0002060387,0.0001771262],"domain_scores_gemma":[0.9991798,0.00004639421,0.00002921554,0.00005414627,0.0002016249,0.0004888756],"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":[0.00001117529,0.00001713297,0.0001752195,0.00001627205,0.000001103627,0.000104338,0.001703587,0.00000485429,0.0000933568,0.00257606,0.9827577,0.0125391],"study_design_scores_gemma":[0.000001003883,0.00000428119,0.0003012329,0.00001659793,4.261586e-7,0.00004670957,0.003175006,0.000005563388,0.0000366254,0.0002048329,0.9962049,0.000002921228],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006980505,0.002128273,0.0006662572,0.06399019,0.01090738,0.00007432428,0.0006038077,0.0006419602,0.9140074],"genre_scores_gemma":[0.01652597,0.0005749239,0.000344398,0.01147337,0.0005531526,0.00002445593,0.0002020196,0.0002609578,0.9700409],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1758651,"threshold_uncertainty_score":0.5883273,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009037275001001465,"score_gpt":0.2338368191596388,"score_spread":0.2247995441586373,"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."}}