{"id":"W6982598701","doi":"","title":"International Writing Program 2017 annual report","year":2009,"lang":"en","type":"book","venue":"Iowa Research Online (The University of Iowa)","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Center for Undergraduate Research and Scholarship, Bowling Green State University; College of Engineering, Michigan State University; Kennedy Space Center; American University of Sharjah; Grinnell College; University of Denver; University of Pittsburgh; Bard College; Texas Tech University; Iowa State University; Dartmouth College; University of Cincinnati; McGill University; University of Northern Iowa; U.S. Department of State; Brown University; Harvard University; Singapore International Foundation; Emory University; Max Kade Foundation; Ambrose University; San Francisco State University; Saint Louis University; University of Illinois at Urbana-Champaign; Michigan State University; Open Society Institute; Yale-NUS College; Yale University; Bureau of Educational and Cultural Affairs; James Cook University; University of Southern California","keywords":"Annual report; Report writing; Technical report; International comparisons","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.007192449,0.001465702,0.001087988,0.00701805,0.002919159,0.009826608,0.002374362,0.002354604,0.4103795],"category_scores_gemma":[0.01749318,0.0006096965,0.0009508214,0.00597661,0.0007513554,0.004248035,0.004214611,0.003453064,0.4905744],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004728355,"about_ca_system_score_gemma":0.02696293,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01603037,"about_ca_topic_score_gemma":0.01596395,"domain_scores_codex":[0.9920623,0.0005522165,0.0003991184,0.0004997313,0.005427671,0.001058945],"domain_scores_gemma":[0.9761606,0.001215104,0.0007767729,0.0009447932,0.01652429,0.004378416],"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":[0.00000903147,0.0000173638,0.00009352646,0.00002926509,7.064933e-7,0.000005353879,0.000007269029,0.00001235485,0.00001223691,0.0005954095,0.9891534,0.01006407],"study_design_scores_gemma":[0.000006678761,0.00001006035,0.0008540735,0.0001546929,0.00000240987,0.00001153172,0.00007551169,0.00003638971,0.00009414185,0.0004143632,0.9983347,0.000005649739],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001565742,0.004788613,0.001233089,0.0246701,0.05870832,0.0009603472,0.08254111,0.00204628,0.8234864],"genre_scores_gemma":[0.002505694,0.003198681,0.0007056718,0.001907692,0.003021667,0.0009471111,0.04339632,0.001011099,0.943306],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4103795,"threshold_uncertainty_score":0.8410221,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2054978763438666,"score_gpt":0.4904115130563628,"score_spread":0.2849136367124963,"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."}}