{"id":"W7072214572","doi":"","title":"UW-Milwaukee Graduate School Bulletin","year":2010,"lang":"en","type":"other","venue":"Minds at UW (University of Wisconsin)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Illinois at Urbana-Champaign; Marquette University; University of Wyoming; University of Pittsburgh; University of California, Los Angeles; University of Minnesota; College of Engineering, Michigan State University; University of Missouri; University of Pennsylvania; University of Wisconsin-Milwaukee; University of Toronto; University of Rochester; Michigan State University; University of Wisconsin-Madison; Arizona State University; Northwestern University; Florida State University; Purdue University; Yale University","keywords":"Graduate students; Graduate research; Graduate education; Academic year; Curriculum","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003698662,0.0007814786,0.001161411,0.00130242,0.0003248348,0.00003724944,0.001284275,0.001250487,0.1281488],"category_scores_gemma":[0.0001047,0.001032219,0.0005285814,0.0004980618,0.001565927,0.0001156624,0.0009236773,0.001272065,0.07971692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003779002,"about_ca_system_score_gemma":0.0003632938,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006527985,"about_ca_topic_score_gemma":0.01885787,"domain_scores_codex":[0.9967381,0.0001934814,0.0002729926,0.001106325,0.0008951647,0.0007939321],"domain_scores_gemma":[0.996557,0.00008185489,0.0009739668,0.001633497,0.0001915333,0.0005621316],"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":[0.0001475065,0.000111961,0.0003131442,0.00009961153,0.0004019895,0.0003788591,0.0003530929,7.70534e-7,0.004301095,0.0001224398,0.991035,0.002734527],"study_design_scores_gemma":[0.002027066,0.00008627608,0.000960167,0.0003928317,0.0004774141,0.00006563832,0.0007132929,0.00001069249,0.0004305567,0.00004720346,0.993779,0.001009886],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.03775976,0.0007796052,0.00005873432,0.002448633,0.0008226297,0.0009319559,0.002253733,0.0007192467,0.9542257],"genre_scores_gemma":[0.006145278,0.0001294676,0.006710516,0.00007435581,0.0003903862,6.073926e-7,0.0003578319,0.001122798,0.9850687],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.04843188,"threshold_uncertainty_score":0.9992128,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0210698784165522,"score_gpt":0.2023316008010013,"score_spread":0.1812617223844491,"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."}}