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Villanova University; Temple University; Oklahoma State University; University of South Carolina; Georgia Institute of Technology; Rice University; Ohio State University; Texas State University; University of Oklahoma; University of Southern California; Louisiana State University; Tulane University; Georgia Southern University; North Dakota State University; Dartmouth College; Western Michigan University; Purdue University; University of Mumbai; Syracuse University; Southern Methodist University; Towson University; Brown University; Valparaiso University; Université de Strasbourg; Cleveland State University; University of Glasgow; George Mason University; Yale University; University of Southern Mississippi","keywords":"Undergraduate student; Student life; Key (lock); Focus (optics); Higher education","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.02926173367022759,"gpt":0.1869777037681185,"spread":0.1577159700978909,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00007315464,0.0003219208,0.0003111613,0.0001186786,0.0001670885,0.00003370217,0.0007423023,0.0005344597,0.01033826],"category_scores_gemma":[0.000002134373,0.0001698902,0.0001767062,0.0002553665,0.0001143956,0.0001300386,0.0003211806,0.000310346,0.006592473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004911881,"about_ca_system_score_gemma":0.00001431434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002836274,"about_ca_topic_score_gemma":0.01260557,"domain_scores_codex":[0.998617,0.00008858399,0.0001146004,0.000495706,0.0002576006,0.000426524],"domain_scores_gemma":[0.9994135,0.00003077381,0.0002030986,0.0001362052,0.0000342972,0.000182068],"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":[0.0003580784,0.0007954384,0.04515479,0.00008128783,0.0007639928,0.0006516173,0.000673757,0.000003831699,0.0006610695,0.005094063,0.9219995,0.02376263],"study_design_scores_gemma":[0.0003279962,0.00009432984,0.01257576,0.000184349,0.0001506829,0.00001106351,0.0009810046,0.000003754582,0.000003695202,0.0001083918,0.9849805,0.000578468],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01062241,0.0005262963,0.000104903,0.0003212643,0.0009814096,0.000367437,0.001372981,0.0005141078,0.9851892],"genre_scores_gemma":[0.06168661,0.0002844477,0.00002919978,0.0000543802,0.0003781683,2.580368e-7,0.00055546,0.00001294948,0.9369985],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.06298107,"threshold_uncertainty_score":0.994181,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}