{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":3,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":3,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"ab5597eea6f6","filters":{"venue":"Purdue Journal of Service-Learning and International Engagement"}},"results":[{"id":"W2903790720","doi":"10.5703/1288284316836","title":"The Pharmaceutical Industry: A Pharmacy Student's Guide","year":2018,"lang":"en","type":"article","venue":"Purdue Journal of Service-Learning and International Engagement","topic":"Pharmaceutical Economics and Policy","field":"Economics, Econometrics and Finance","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Canadian Nuclear Safety Commission","keywords":"Internship; Pharmacy; Graduation (instrument); Medical education; Pharmaceutical industry; Work (physics); Pharmacy practice; Management; Medicine; Psychology; Engineering; Pharmacology; Family medicine","authors":[{"name":"Christian Egly","is_ca":false},{"name":"Yaman Kaakeh","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.09629959071635974,"gpt":0.3902473278085081,"spread":0.2939477370921483,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00225816,0.0001301893,0.0002151302,0.0001541121,0.0003388982,0.0002746735,0.0004686661,0.00005601154,0.0009533189],"category_scores_gemma":[0.0002331982,0.0001102386,0.00008559302,0.0001169847,0.00008564012,0.0002619458,0.0002244143,0.00100364,0.0001956839],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000123308,"about_ca_system_score_gemma":0.00003913044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003793572,"about_ca_topic_score_gemma":0.000007036945,"domain_scores_codex":[0.9986118,0.000063441,0.0008084979,0.0001725513,0.00009197967,0.0002517043],"domain_scores_gemma":[0.9987674,0.0001755436,0.0005661306,0.00008555521,0.0002125351,0.0001928645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000914449,0.0009580372,0.3132228,0.0001033868,0.004105581,0.00005915828,0.007930364,0.001166784,0.0008963849,0.4681458,0.05799299,0.1445042],"study_design_scores_gemma":[0.001226448,0.0001012397,0.005647187,0.00002171109,0.00001842099,0.00003743313,0.0003975705,0.0122624,0.000112465,0.002766193,0.9772862,0.0001227509],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7292871,0.003817506,0.0005688293,0.1162993,0.004240513,0.0002286809,0.00003183103,0.00003126403,0.1454949],"genre_scores_gemma":[0.9852193,0.003445167,0.0002574932,0.006961889,0.001778045,0.00000589116,0.00000213874,0.00001949711,0.002310605],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9192932,"threshold_uncertainty_score":0.9999599,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2981742138","doi":"10.5703/1288284316990","title":"Unused Medication Collection: An Emerging Service-Learning Experience for Pharmacy Students","year":2019,"lang":"en","type":"article","venue":"Purdue Journal of Service-Learning and International Engagement","topic":"Pharmaceutical and Antibiotic Environmental Impacts","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Purdue Pharma (Canada)","funders":"Purdue University","keywords":"Pharmacy; Medical prescription; Medicine; Medical emergency; Population; Business; Public health; Enforcement; Family medicine; Environmental health; Nursing","authors":[{"name":"Anne E. Packard","is_ca":true},{"name":"Patricia L. Darbishire","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.0478922918021725,"gpt":0.3741797995545097,"spread":0.3262875077523372,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009988293,0.0001615067,0.0001806742,0.00008876114,0.00027582,0.0001132485,0.0003987137,0.0000375768,0.002683666],"category_scores_gemma":[0.00008138123,0.0001439116,0.00005647813,0.0001868154,0.00003412325,0.0007874859,0.0002513923,0.0004634571,0.00008891898],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001992155,"about_ca_system_score_gemma":0.00001617742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008494924,"about_ca_topic_score_gemma":0.00001093331,"domain_scores_codex":[0.9982225,0.0001513287,0.0004268859,0.0002533845,0.0007085932,0.0002373602],"domain_scores_gemma":[0.9991353,0.0001067122,0.0003839315,0.00007122555,0.00006216344,0.000240734],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0004904568,0.0007358271,0.8081155,0.0001165601,0.0002576171,0.00001135298,0.01080063,0.03099193,0.1200935,0.00006113409,0.000329337,0.02799609],"study_design_scores_gemma":[0.009225645,0.001363689,0.3144947,0.0004336249,0.0001969224,0.0001782258,0.01720095,0.2457144,0.01298643,0.0002288726,0.397182,0.000794591],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929686,0.0000532217,0.0006142947,0.003958988,0.0006061062,0.0002313957,0.00000151076,0.00002210901,0.001543784],"genre_scores_gemma":[0.9953083,0.0003778964,0.001037159,0.001710899,0.0001762737,0.000007703709,0.00001430513,0.00001951749,0.001347979],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4936208,"threshold_uncertainty_score":0.998228,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W3211156242","doi":"10.5703/1288284317424","title":"Purdue College of Pharmacy's Response to the Hand Sanitizer Shortage during the Pandemic","year":2021,"lang":"en","type":"article","venue":"Purdue Journal of Service-Learning and International Engagement","topic":"Infection Control in Healthcare","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Purdue Pharma (Canada)","funders":"Purdue University","keywords":"Hand sanitizer; Pharmacy; Pandemic; Economic shortage; Hygiene; Sanitation; Medicine; Coronavirus disease 2019 (COVID-19); Business; Environmental health; Medical emergency; Nursing; Infectious disease (medical specialty); Disease","authors":[{"name":"Alissa M. Freimuth","is_ca":true},{"name":"Alicia S. Cheng","is_ca":true},{"name":"Rurie W. Lee","is_ca":true},{"name":"Nicole L. Noel","is_ca":true},{"name":"T Rudd","is_ca":true},{"name":"Jane E. Krause","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03643938584248348,"gpt":0.3446881553372558,"spread":0.3082487694947723,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002526752,0.0001177678,0.0002390041,0.0001572586,0.0003404039,0.00004771108,0.000164873,0.00003578891,0.0004940506],"category_scores_gemma":[0.001183366,0.0000738897,0.0001059643,0.0002254029,0.00003464178,0.0001017182,0.0001355715,0.0008734814,0.000007797496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001604473,"about_ca_system_score_gemma":0.0002416597,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000399977,"about_ca_topic_score_gemma":0.00006554335,"domain_scores_codex":[0.9980176,0.0005923965,0.0005658583,0.000136702,0.0005243575,0.0001630578],"domain_scores_gemma":[0.9975019,0.0004959821,0.0003272911,0.0001288155,0.001425584,0.0001204144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.02400959,0.0007445481,0.4993498,0.00127104,0.003540221,0.001226921,0.02320896,0.01520372,0.3981985,0.001008257,0.004335087,0.02790333],"study_design_scores_gemma":[0.006599758,0.0005575751,0.3430891,0.0008121287,0.000303583,0.002992261,0.01366823,0.0042026,0.008104413,0.00004736381,0.6194333,0.0001896491],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9341568,0.0008177056,0.0001509324,0.06332915,0.0007158488,0.0002340966,0.00002023768,0.00001018117,0.0005650431],"genre_scores_gemma":[0.9928713,0.0005189903,0.0001615531,0.00306901,0.0006161382,0.00001364687,0.000003516892,0.00001670905,0.002729072],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6150982,"threshold_uncertainty_score":0.5409507,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}