{"id":"W6884862281","doi":"10.13016/m2416t14t","title":"Commencement, Salisbury University, Spring 2015","year":2015,"lang":"en","type":"article","venue":"Maryland Shared Open Access Repository (USMAI Consortium)","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"School of Liberal Arts; Swinburne University of Technology; University of Oregon; York University; Franklin P. Perdue School of Business; Salisbury University; 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; Georgetown University; Wake Forest University; University of Minnesota; Oklahoma State University; Brown University; Syracuse University; Ohio State University; University of Pennsylvania; Emory University; 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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001190417,0.0001877042,0.0003110244,0.0001897816,0.001498987,0.002777441,0.003415541,0.0001027191,0.0008085424],"category_scores_gemma":[0.000349329,0.000192449,0.00006453617,0.0006567976,0.0004343021,0.002820118,0.002577566,0.0002365288,0.0001394258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005824888,"about_ca_system_score_gemma":0.001525771,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06186758,"about_ca_topic_score_gemma":0.004025488,"domain_scores_codex":[0.9970341,0.0007498312,0.0003212026,0.0004990051,0.0008237358,0.0005721799],"domain_scores_gemma":[0.9978315,0.0002523243,0.000214282,0.0004955848,0.0005629691,0.0006433692],"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":[0.0001104302,0.0001526878,0.4259818,0.00001861142,0.00009725563,0.0001362504,0.004517723,0.00001132258,0.00008848216,0.002672149,0.5658322,0.0003810857],"study_design_scores_gemma":[0.0008609976,0.00003744732,0.04622969,0.00004641829,0.00002943454,0.000002712741,0.006081967,0.00001371032,0.0001929507,0.0002158361,0.9459804,0.0003084684],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1746857,0.0006004239,0.00007966541,0.01830551,0.00192164,0.001627614,0.00004948604,0.0002197533,0.8025101],"genre_scores_gemma":[0.8977466,0.0002321203,0.00036154,0.0007258531,0.0004831539,0.00006011175,0.0000326155,0.00002563739,0.1003324],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7230608,"threshold_uncertainty_score":0.9998009,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.139483801648522,"score_gpt":0.4503200846412104,"score_spread":0.3108362829926884,"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."}}