{"id":"W7027785292","doi":"","title":"DESA1002 'Nine Quarter City' - <Yilun Zhang>","year":2008,"lang":"en","type":"other","venue":"The Sydney eScholarship Repository (The University of Sydney)","topic":"Elbow and Forearm Trauma Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"TUTOR; Gratitude; Presentation (obstetrics); Quarter (Canadian coin); Creativity; Period (music); Advice (programming)","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":[],"category_scores_codex":[0.0003978466,0.0006497762,0.0009508909,0.0003613037,0.0007782629,0.00003874936,0.0009972646,0.0006988221,0.002146491],"category_scores_gemma":[0.00005311058,0.0004465998,0.0007224005,0.0003891252,0.001205574,0.0001363817,0.0002118866,0.001187899,0.0005087874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003328036,"about_ca_system_score_gemma":0.0003349222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008925475,"about_ca_topic_score_gemma":0.0001335095,"domain_scores_codex":[0.9970444,0.0003867789,0.0004005424,0.0006914524,0.000904529,0.0005723324],"domain_scores_gemma":[0.9967254,0.0001486639,0.0005914053,0.001958868,0.0001830015,0.0003926593],"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":[0.001172681,0.001310844,0.01026641,0.0006520771,0.003653394,0.002845705,0.004515006,0.000004004869,0.005420892,0.001173868,0.9664664,0.002518697],"study_design_scores_gemma":[0.00315317,0.0006910651,0.01218918,0.001445463,0.002482361,0.001220455,0.0009377747,0.00001458255,0.001804326,0.00006463981,0.9753346,0.0006624156],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0329293,0.004458608,0.0001010435,0.001714796,0.0008176516,0.001632858,0.00007560015,0.0004582593,0.9578119],"genre_scores_gemma":[0.1243506,0.001106094,0.0006010504,0.0003218797,0.0006504724,0.000004096911,0.00009812222,0.0003302715,0.8725374],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.09142133,"threshold_uncertainty_score":0.9997986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01681548124032872,"score_gpt":0.207530281526464,"score_spread":0.1907148002861353,"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."}}