{"id":"W6984260950","doi":"","title":"ESSU Aug 29 2015","year":2015,"lang":"en","type":"other","venue":"Bulletin of Miscellaneous Information (Royal Gardens Kew)","topic":"Innovations in Medical Education","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Pace; Distance running","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008674039,0.000673965,0.0004703646,0.001346195,0.002172071,0.005357535,0.0006703109,0.002244531,0.7391866],"category_scores_gemma":[0.003700929,0.0002930106,0.0003733533,0.001004577,0.0005529757,0.002093225,0.002431535,0.001943648,0.6007591],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001872258,"about_ca_system_score_gemma":0.00185045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007236795,"about_ca_topic_score_gemma":0.03180398,"domain_scores_codex":[0.9993566,0.00006963051,0.00003268516,0.0000849822,0.0003062046,0.0001499931],"domain_scores_gemma":[0.9987289,0.0001077281,0.00004634379,0.0001080494,0.0005607558,0.0004481826],"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":[0.00002698384,0.00001941104,0.0001706989,0.00006740434,0.000001692403,0.00005850262,0.00004915855,0.00001603505,0.00006267467,0.001722474,0.9684221,0.02938283],"study_design_scores_gemma":[0.000003563139,0.000008011806,0.0004359073,0.0001020512,7.174462e-7,0.00002434509,0.00006694807,0.00001100001,0.00003537497,0.0001961074,0.9991135,0.00000246738],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0004844332,0.001743949,0.0001651668,0.004774584,0.00797805,0.00008474132,0.00271297,0.0004463827,0.9816096],"genre_scores_gemma":[0.0008124996,0.0004148277,0.00003893593,0.0005246404,0.0002192764,0.00001578829,0.0005903993,0.00005899937,0.9973247],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2608134,"threshold_uncertainty_score":0.3720186,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008065380462122069,"score_gpt":0.237603023548399,"score_spread":0.229537643086277,"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."}}