{"id":"W6922384950","doi":"10.13016/m2m03xz8z","title":"Commencement, Salisbury University, Spring 2017","year":2017,"lang":"en","type":"article","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Education Methods and Technologies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"School of Liberal Arts; University of Oregon; Pennsylvania State University; College of Engineering, Michigan State University; Princeton University; Lehigh University; Johns Hopkins University; Michigan State University; University of Illinois at Urbana-Champaign; University of Connecticut; Oklahoma State University; University of Minnesota; Georgetown University; Wake Forest University; Brown University; Syracuse University; Ohio State University; University of Pennsylvania; Emory University; York University; Franklin P. Perdue School of Business; Salisbury University; Dartmouth College; Eli Lilly and Company; Purdue University; Yale University","keywords":"Spring (device); Spring and Autumn period; Period (music); Line (geometry)","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":["insufficient_payload"],"category_scores_codex":[0.002359115,0.0005484704,0.0003694124,0.001660711,0.00436084,0.004135121,0.001410531,0.0009182237,0.3014326],"category_scores_gemma":[0.005412334,0.0003564225,0.000300222,0.001636232,0.0008233504,0.001486679,0.004716851,0.00202756,0.1067731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004488201,"about_ca_system_score_gemma":0.008759466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05044712,"about_ca_topic_score_gemma":0.211118,"domain_scores_codex":[0.9984747,0.0001146765,0.0000510811,0.0001904106,0.0008293898,0.0003398582],"domain_scores_gemma":[0.9954679,0.0001563392,0.0001099049,0.0003220889,0.001515601,0.002428094],"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":[0.00007665325,0.00004294599,0.0006164113,0.0000663776,0.000001529298,0.00007971383,0.0004201454,0.00001848427,0.0004277124,0.001921709,0.9673935,0.02893488],"study_design_scores_gemma":[0.000005431199,0.0000163085,0.003617459,0.00003577829,6.377696e-7,0.00001656911,0.0003195262,0.00001379325,0.0002546975,0.0001908934,0.9955236,0.000005377372],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02172272,0.004874519,0.002027015,0.05092221,0.02059632,0.0006388684,0.05912093,0.005909201,0.8341882],"genre_scores_gemma":[0.01269493,0.0007647113,0.001004791,0.001211,0.001051223,0.0001404164,0.006761628,0.000593999,0.9757773],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6985674,"threshold_uncertainty_score":0.9964216,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1954364360050325,"score_gpt":0.4686055930576886,"score_spread":0.2731691570526561,"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."}}