{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":10,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":10,"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":"c99c3fd87c27","filters":{"venue":"Recruiting & Retaining Adult Learners"}},"results":[{"id":"W2922308008","doi":"10.1002/nsr.30458","title":"Your institution can't afford to ignore the needs of adult learners","year":2019,"lang":"en","type":"article","venue":"Recruiting & Retaining Adult Learners","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Atlanta; Session (web analytics); Quarter (Canadian coin); Institution; Psychology; Medical education; Association (psychology); Gerontology; Mathematics education; Pedagogy; Medicine; Political science; Advertising; Business; History; Law","authors":[{"name":"Halley Sutton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03209280383812844,"gpt":0.3191315359362277,"spread":0.2870387320980993,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009557325,0.0001805483,0.0002545886,0.0001662311,0.0005693877,0.0001055157,0.000443485,0.0001342608,0.0001346363],"category_scores_gemma":[0.001517756,0.0001508099,0.0001090854,0.001167255,0.0002133703,0.0001950777,0.00006317987,0.0002685469,0.0002133764],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003857754,"about_ca_system_score_gemma":0.00113745,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007418935,"about_ca_topic_score_gemma":0.001137871,"domain_scores_codex":[0.9977866,0.000231632,0.000409758,0.0002794547,0.0007362523,0.0005562617],"domain_scores_gemma":[0.9985579,0.0001950513,0.0003337308,0.0003048546,0.0004251483,0.0001833488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006699137,0.0000435081,0.2153783,0.00004969507,0.00007233025,0.000002278066,0.6134458,0.00221295,0.0004677836,0.07963382,0.00203824,0.08658833],"study_design_scores_gemma":[0.0005859421,0.0001650221,0.007516234,0.0005986905,0.00003266786,0.000002978118,0.8070996,0.0001209035,0.0007126021,0.0002401442,0.1824021,0.0005231133],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9160542,0.00003560141,0.000077253,0.008128199,0.0006641365,0.0004835481,0.000003552627,0.0001021189,0.07445132],"genre_scores_gemma":[0.9864912,0.000112282,0.0007547198,0.001617503,0.0002564572,0.00004614318,0.000008900552,0.00002333534,0.01068944],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2078621,"threshold_uncertainty_score":0.9991907,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4247486451","doi":"10.1002/nsr.20076","title":"Table of Contents","year":2014,"lang":"en","type":"article","venue":"Recruiting & Retaining Adult Learners","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Interim; Active listening; Credibility; Revenue; Skepticism; Public relations; Blame; Political science; Psychology; Business; Law; Accounting","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.0229519058776571,"gpt":0.2709136133734224,"spread":0.2479617074957653,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007443214,0.0001519209,0.0002998662,0.0001269722,0.0001394659,0.0000941765,0.0006471278,0.00007939601,0.000006380167],"category_scores_gemma":[0.00186756,0.0001452035,0.000103427,0.0004840742,0.00007184999,0.0001969973,0.0001495985,0.0003385172,0.0000410224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001905524,"about_ca_system_score_gemma":0.00005015776,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00008499325,"about_ca_topic_score_gemma":0.000002941055,"domain_scores_codex":[0.9983332,0.0001882685,0.0003641447,0.000375532,0.0003383942,0.0004004751],"domain_scores_gemma":[0.9985545,0.0003013044,0.0003112088,0.0004814445,0.0002399929,0.0001115778],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001778028,0.00008361503,0.07960631,0.0001683258,0.000130358,0.0000162426,0.00546019,0.01227837,0.006126743,0.2238297,0.0005161287,0.6717662],"study_design_scores_gemma":[0.0008317506,0.0003227783,0.001108056,0.0005008955,0.00002542159,0.00001904191,0.001398754,0.9738828,0.003155895,0.002140385,0.01618525,0.0004289533],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7192324,0.0001338103,0.2181163,0.006852,0.0004881708,0.0001907424,0.000002370817,0.000893891,0.05409028],"genre_scores_gemma":[0.9709328,0.00001397443,0.02701071,0.0002461534,0.0001186807,0.000002208358,0.000003841029,0.00001868444,0.00165295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9616045,"threshold_uncertainty_score":0.5921229,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2973685914","doi":"10.1002/nsr.30523","title":"Engage international grad students, alumni to support recruitment goals","year":2019,"lang":"en","type":"article","venue":"Recruiting & Retaining Adult Learners","topic":"Human Resource and Talent Management","field":"Business, Management and Accounting","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Outreach; Session (web analytics); Institution; Medical education; Graduate students; Plan (archaeology); Academic institution; Political science; Psychology; Management; Library science; Medicine; Business; Computer science; History","authors":[{"name":"Joan Hope","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05491874300531224,"gpt":0.3097810576097052,"spread":0.254862314604393,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001533305,0.0003998887,0.0004131829,0.000648664,0.000305428,0.0009680021,0.00106585,0.0001026363,0.00176161],"category_scores_gemma":[0.0004437859,0.0004062838,0.0002217188,0.0005166479,0.00004155694,0.0006788814,0.0008560498,0.0004678474,0.008725236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001831945,"about_ca_system_score_gemma":0.00002491582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001568732,"about_ca_topic_score_gemma":0.00003097955,"domain_scores_codex":[0.9965128,0.00005711738,0.0006386064,0.0008426177,0.001170556,0.0007782697],"domain_scores_gemma":[0.998654,0.00009784516,0.0004054916,0.00055135,0.0002222372,0.00006907211],"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":[0.0002490459,0.0004265243,0.700527,0.0004915903,0.0007607691,0.0002381112,0.004777321,0.003270905,0.0007918258,0.02870452,0.02754999,0.2322124],"study_design_scores_gemma":[0.001691393,0.0001266298,0.01073268,0.0004475609,0.00009874927,0.00000464032,0.01024661,0.00147543,0.00006327157,0.0001992732,0.974129,0.0007847191],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8302428,0.0000155121,0.00007130657,0.001976374,0.0008691932,0.00136586,0.000002797585,0.0003998795,0.1650563],"genre_scores_gemma":[0.9707621,0.00002047653,0.0003230496,0.007174755,0.001217984,0.0001952342,0.0001405252,0.00009797206,0.02006788],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.946579,"threshold_uncertainty_score":0.9998389,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4233977854","doi":"10.1002/nsr.30179","title":"Predict enrollment spikes and declines using state and federal employment data","year":2016,"lang":"en","type":"article","venue":"Recruiting & Retaining Adult Learners","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Revenue; State (computer science); Institution; Plan (archaeology); San Joaquin; Political science; Higher education; Public administration; Business; Economics; Finance; Economic growth; Computer science; History; Law","authors":[{"name":"Halley Sutton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1275882793131937,"gpt":0.4243802392604708,"spread":0.2967919599472771,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001797905,0.0001551628,0.0002143653,0.00008250844,0.001151674,0.0002642687,0.0002597898,0.00005348311,0.00003831986],"category_scores_gemma":[0.003118083,0.0001156858,0.00002229512,0.000172936,0.0006414083,0.0003818815,0.000355226,0.0001391419,0.000007796508],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001436243,"about_ca_system_score_gemma":0.0002735309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00211486,"about_ca_topic_score_gemma":0.0006997375,"domain_scores_codex":[0.9976685,0.0004168083,0.0002834154,0.0005238999,0.0005301165,0.0005772745],"domain_scores_gemma":[0.9984032,0.0007529995,0.0001462174,0.0002746074,0.0001750392,0.0002479248],"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":[0.00003757863,0.00003187715,0.7150624,0.00004011183,0.0001021888,0.00001061341,0.041019,0.00001287969,0.0008160412,0.0006936353,0.0007380173,0.2414356],"study_design_scores_gemma":[0.006983201,0.0008950657,0.1606612,0.004816781,0.0002577557,0.00003778375,0.3965773,0.005405988,0.0009607471,0.00318212,0.4172471,0.002974903],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9886211,0.0005993151,0.0002001953,0.008093677,0.0001369802,0.0003184193,0.00001951423,0.00009313304,0.001917726],"genre_scores_gemma":[0.9916292,0.00248859,0.002387553,0.0001419145,0.0002790476,0.00002046932,0.000004855796,0.00002151101,0.003026815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5544012,"threshold_uncertainty_score":0.8857862,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2981437546","doi":"10.1002/nsr.30531","title":"Use inquiry forms effectively to boost recruitment efforts","year":2019,"lang":"en","type":"article","venue":"Recruiting & Retaining Adult Learners","topic":"Dental Education, Practice, Research","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Administration (probate law); Vice president; Political science; Management; Public relations; Business; Medical education; Psychology; Medicine; Economics; Law","authors":[{"name":"Joan Hope","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2151446401530406,"gpt":0.4931285360938039,"spread":0.2779838959407632,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005248904,0.0004115498,0.0005593829,0.000502655,0.001101726,0.0001509821,0.0004542319,0.0003552448,0.0007568047],"category_scores_gemma":[0.01117771,0.0003800927,0.0001664914,0.0009194794,0.0001007137,0.0009496074,0.0004488608,0.002022943,0.009015596],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001690486,"about_ca_system_score_gemma":0.0009291472,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001222944,"about_ca_topic_score_gemma":0.00006369311,"domain_scores_codex":[0.9937661,0.001415664,0.001012595,0.0009976317,0.0009918559,0.001816101],"domain_scores_gemma":[0.994342,0.002813263,0.0006145466,0.0009168226,0.0006249041,0.0006884382],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004808392,0.0001180581,0.8327772,0.0004396188,0.0001315403,0.00002258069,0.06102471,0.00022748,0.0019354,0.001980005,0.001796002,0.09906655],"study_design_scores_gemma":[0.00319823,0.001313632,0.4255688,0.003536691,0.0001016445,0.00004297721,0.1904466,0.001309257,0.001108311,0.0002833174,0.3716554,0.001435148],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9560645,0.00005746885,0.0000894648,0.001826271,0.001742595,0.005758613,0.00001013886,0.0003757488,0.03407522],"genre_scores_gemma":[0.9706368,0.00006945328,0.001032056,0.003256882,0.0004876114,0.001567805,0.00008722656,0.0001670901,0.02269502],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4072084,"threshold_uncertainty_score":0.9998651,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2954693994","doi":"10.1002/nsr.30476","title":"Boost retention, attract students with a graduate research symposium","year":2019,"lang":"en","type":"article","venue":"Recruiting & Retaining Adult Learners","topic":"Conferences and Exhibitions Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Graduate students; Event (particle physics); Field (mathematics); Work (physics); Mathematics education; Medical education; Computer science; Psychology; Engineering; Pedagogy; Medicine; Mathematics; Physics; Mechanical engineering","authors":[{"name":"Joan Hope","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1834210724246034,"gpt":0.4150106578625282,"spread":0.2315895854379248,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00443692,0.0001668869,0.0002304126,0.0002689779,0.001247263,0.0006508055,0.0005396303,0.0000954839,0.0002457672],"category_scores_gemma":[0.0004527351,0.0001523827,0.00009118193,0.0009070707,0.0003276807,0.0003164686,0.0001567477,0.0006493112,0.0005067674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002603612,"about_ca_system_score_gemma":0.0002533917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004611874,"about_ca_topic_score_gemma":0.001212756,"domain_scores_codex":[0.9956571,0.0007403275,0.0003020017,0.000583106,0.001847961,0.0008695138],"domain_scores_gemma":[0.9982772,0.0003200553,0.0001684941,0.0003634387,0.0006811162,0.000189699],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003287567,0.000348325,0.6060924,0.0002697748,0.000506108,0.0001309997,0.1709275,0.0009189779,0.0006992136,0.1151159,0.003878138,0.100784],"study_design_scores_gemma":[0.002877393,0.001544472,0.03131315,0.003300271,0.0001740139,0.00001163915,0.7594847,0.001635549,0.0001334987,0.001868843,0.1961893,0.001467184],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7752205,0.00002262752,0.00003487224,0.004096984,0.0001644531,0.0006379057,0.000001531124,0.0001647853,0.2196563],"genre_scores_gemma":[0.9779307,0.0002196663,0.0002599,0.0001306968,0.0001904763,0.00006176685,0.00001615572,0.00003061669,0.02115999],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5885572,"threshold_uncertainty_score":0.9593066,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2990780437","doi":"10.1002/nsr.30542","title":"Follow best practices for managing grad student ambassador programs","year":2019,"lang":"en","type":"article","venue":"Recruiting & Retaining Adult Learners","topic":"Engineering Education and Curriculum Development","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Session (web analytics); Graduate students; Management; State (computer science); Work (physics); Program director; Medical education; Engineering; Sociology; Library science; Political science; Computer science; Medicine; Mechanical engineering","authors":[{"name":"Joan Hope","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04431768912898924,"gpt":0.3115662339965159,"spread":0.2672485448675266,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005075481,0.0002871451,0.0002857835,0.0001544469,0.0001215276,0.0002065078,0.0002612913,0.0001025101,0.00002330351],"category_scores_gemma":[0.0002647805,0.0002993727,0.0001274451,0.0003254087,0.00001833762,0.0002214453,0.00003642472,0.000349659,0.0001606575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002115406,"about_ca_system_score_gemma":0.00005068202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003893594,"about_ca_topic_score_gemma":0.0000145139,"domain_scores_codex":[0.9982855,0.00003321294,0.0003783869,0.0003877925,0.0003231232,0.0005919242],"domain_scores_gemma":[0.9990802,0.0001639122,0.0002014029,0.0002836648,0.0001284889,0.0001423251],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003468297,0.0002542516,0.09734731,0.00194665,0.0007807068,0.00001712493,0.02125058,0.0723027,0.001847677,0.004460342,0.001548006,0.79821],"study_design_scores_gemma":[0.00565041,0.001017934,0.007243656,0.004800146,0.000430851,0.00009741166,0.1675276,0.3564332,0.00262039,0.0002526807,0.4495651,0.004360572],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9707947,0.0003183841,0.001899024,0.0005421429,0.001571996,0.001093161,0.000001798663,0.001155181,0.02262361],"genre_scores_gemma":[0.9814107,0.0001111027,0.01291031,0.00008351645,0.0001873154,0.0003867796,0.00005142913,0.0001178953,0.004740935],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7938494,"threshold_uncertainty_score":0.9999458,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4251624279","doi":"10.1002/nsr.20044","title":"Table of Contents","year":2011,"lang":"en","type":"article","venue":"Recruiting & Retaining Adult Learners","topic":"Legal Issues in Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Harassment; Troubleshooting; Sanctions; Legislature; Incentive; Gainful employment; Flexibility (engineering); Compliance (psychology); Accommodation; Public relations; Business; Political science; Engineering; Law; Management; Psychology; Economics; Social psychology; Job satisfaction","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.1089401518316698,"gpt":0.3508552173041799,"spread":0.2419150654725101,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009042984,0.00009315449,0.0001776699,0.0000804814,0.000281932,0.00003160524,0.0002864464,0.0001038015,0.0002852531],"category_scores_gemma":[0.003111891,0.00009891758,0.00005780333,0.0003729117,0.0003266176,0.0002527591,0.00003466702,0.0002011425,0.00005808227],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008269415,"about_ca_system_score_gemma":0.0001687069,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01240726,"about_ca_topic_score_gemma":0.0002738829,"domain_scores_codex":[0.9985355,0.0002501104,0.0002777221,0.0002168117,0.0003432175,0.0003766313],"domain_scores_gemma":[0.998968,0.0001527709,0.0002595395,0.0001925572,0.0003187549,0.0001083984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003707913,0.0001008621,0.1691773,0.00003976205,0.00005776159,0.0000056679,0.6817757,0.00001462533,0.0007616439,0.08740517,0.0005010988,0.06012336],"study_design_scores_gemma":[0.001027407,0.0002960242,0.009123794,0.0008627061,0.0001065665,0.00000434908,0.8295484,0.0003873086,0.01227237,0.003937114,0.1416003,0.0008336566],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5571609,0.00007297357,0.00005054319,0.000192884,0.0003584042,0.0001338281,9.028839e-7,0.00009982234,0.4419297],"genre_scores_gemma":[0.9909465,0.00005372269,0.003225945,0.00009349532,0.0001723823,0.00001333513,0.000003300279,0.00001898635,0.005472287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4364574,"threshold_uncertainty_score":0.9941692,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2552549745","doi":"10.1002/nsr.30206","title":"Link program planning to market needs for high job‐placement rates","year":2016,"lang":"en","type":"article","venue":"Recruiting & Retaining Adult Learners","topic":"ICT Impact and Policies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Institution; Workforce; Academic institution; Business; Job market; Job placement; Engineering management; Public relations; Operations management; Political science; Engineering; Management; Economics; Economic growth; Work (physics)","authors":[{"name":"Halley Sutton","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02928614261178918,"gpt":0.3091169591516856,"spread":0.2798308165398964,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005194821,0.0003217553,0.0003281775,0.0002996256,0.0001885816,0.0001397544,0.0002209389,0.0001454704,0.00006122349],"category_scores_gemma":[0.0006778387,0.0002552929,0.0001100586,0.0003513033,0.00004324051,0.0001501971,0.00004803826,0.0001990582,0.00005621197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001623605,"about_ca_system_score_gemma":0.00003655854,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002886194,"about_ca_topic_score_gemma":0.000003238443,"domain_scores_codex":[0.9982628,0.00005279394,0.0003828894,0.0001621326,0.0002113197,0.0009280686],"domain_scores_gemma":[0.9987844,0.0005399825,0.00007593711,0.0002554361,0.000105732,0.0002385151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002380585,0.0000218833,0.01425182,0.0003431976,0.0003109498,0.000006311981,0.03202012,0.01405112,0.009439507,0.001522782,0.02182119,0.9059731],"study_design_scores_gemma":[0.008763877,0.004391118,0.01162438,0.01003403,0.0003718088,0.00007543196,0.08066642,0.04375844,0.07717012,0.0006362345,0.7571186,0.00538958],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9744616,0.0001213641,0.004360726,0.001941017,0.000489514,0.0009334764,0.00002288563,0.001513822,0.01615561],"genre_scores_gemma":[0.9893391,0.00003632091,0.00428408,0.0002804874,0.0006820714,0.0003635327,0.00001454982,0.0001293855,0.004870525],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9005835,"threshold_uncertainty_score":0.9999899,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2950779700","doi":"10.1002/nsr.30489","title":"Implement holistic review for programs of any size","year":2019,"lang":"en","type":"article","venue":"Recruiting & Retaining Adult Learners","topic":"Health and Medical Research Impacts","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Session (web analytics); Graduate students; Medical education; Holistic management; Psychology; Computer science; Medicine; World Wide Web","authors":[{"name":"Joan Hope","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2422065901865407,"gpt":0.4739106328065145,"spread":0.2317040426199737,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.003447786,0.000171577,0.0007008211,0.00007427164,0.0000644821,0.00001341491,0.0001274985,0.00009866261,0.0002040305],"category_scores_gemma":[0.09593694,0.0001357311,0.0001964161,0.0003288914,0.00007461356,0.0000492481,0.00004212096,0.0004446111,0.00004445455],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001759498,"about_ca_system_score_gemma":0.002074685,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000834052,"about_ca_topic_score_gemma":0.000002808668,"domain_scores_codex":[0.9968985,0.0001276079,0.0006568989,0.000343452,0.0007479776,0.001225616],"domain_scores_gemma":[0.9957726,0.001149114,0.0002674932,0.0003830764,0.0005058588,0.001921861],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003631198,0.000132322,0.01839448,0.03055354,0.0001138565,0.00002120247,0.0008411963,0.000001398336,0.001348076,0.0009925209,0.00497734,0.9422609],"study_design_scores_gemma":[0.01342043,0.01294299,0.004472433,0.1056194,0.0005968697,0.000163103,0.008266296,0.00301608,0.001689018,0.0002340732,0.8487296,0.0008497444],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9240937,0.007088429,0.0003849155,0.03570444,0.000315456,0.01040704,0.0000260201,0.0002605029,0.02171955],"genre_scores_gemma":[0.9811548,0.004122073,0.003960437,0.008289233,0.0001949829,0.0002191267,0.00007682628,0.00005208309,0.001930462],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9414112,"threshold_uncertainty_score":0.9116784,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}