{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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":"a91e22d2bc85","filters":{"venue":"International Journal of Educational Advancement"}},"results":[{"id":"W2044921734","doi":"10.1057/ijea.2009.31","title":"Why alumni don’t give: A qualitative study of what motivates non-donors to higher education","year":2009,"lang":"en","type":"article","venue":"International Journal of Educational Advancement","topic":"Higher Education Research Studies","field":"Social Sciences","cited_by":44,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"Ambrose University; Illinois State University","keywords":"Narrative; Construct (python library); Alma mater; Higher education; Interview; Qualitative research; Psychology; Sociology; Product (mathematics); Social psychology; Public relations; Pedagogy; Political science; Medicine; Social science","authors":[{"name":"M. Linda Wastyn","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03194323822492632,"gpt":0.4903812594970623,"spread":0.458438021272136,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01583917,0.0003278127,0.0005882196,0.001032921,0.01815396,0.005535065,0.001703345,0.00385247,0.004673903],"category_scores_gemma":[0.02997093,0.0006893609,0.000245798,0.001025287,0.006837804,0.003742125,0.004634553,0.006977695,0.0005181803],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005491972,"about_ca_system_score_gemma":0.0103079,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01013628,"about_ca_topic_score_gemma":0.02456541,"domain_scores_codex":[0.9906927,0.005946125,0.0002332022,0.0003617515,0.0006260951,0.002140138],"domain_scores_gemma":[0.9616691,0.02430192,0.002642946,0.0005567982,0.00316242,0.007666808],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006438272,0.0002985069,0.01349143,0.0001122428,0.000006806233,0.0006288739,0.975661,0.00001645313,0.0006065303,0.002040739,0.002506703,0.004566242],"study_design_scores_gemma":[0.000005856454,0.00003865573,0.002112009,0.00005160863,0.000002512786,0.0000590252,0.9935899,0.00001856471,0.00009783403,0.0001347225,0.003882109,0.00000710967],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.983356,0.000255049,0.000631547,0.0096293,0.00024787,0.0001328559,0.00005347891,0.0000131537,0.005680761],"genre_scores_gemma":[0.9897827,0.0002333464,0.0003793479,0.00453398,0.00005476064,0.0001280385,0.00002981316,0.00002221122,0.004835865],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01815396,"threshold_uncertainty_score":0.08376658,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2332807765","doi":"10.1057/ijea.2010.20","title":"‘Making Something of Themselves’: Black self-determination, the church and higher education philanthropy","year":2010,"lang":"en","type":"article","venue":"International Journal of Educational Advancement","topic":"Religion, Gender, and Enlightenment","field":"Arts and Humanities","cited_by":2,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"York University","keywords":"Newspaper; Atlanta; Higher education; African american; Political science; Gender studies; Sociology; Management; Public relations; Public administration; Media studies; History; Law; Anthropology; Economics","authors":[{"name":"Halima N. Leak","is_ca":false},{"name":"Chera Reid","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03687449290901625,"gpt":0.3432770795904631,"spread":0.3064025866814469,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01153556,0.0002609108,0.0003364479,0.0009041904,0.02343155,0.007690205,0.0008939651,0.003218246,0.008326824],"category_scores_gemma":[0.008421861,0.0002393183,0.0002212967,0.0006983934,0.03569259,0.006251225,0.005991293,0.007748579,0.0004254607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003570338,"about_ca_system_score_gemma":0.009784989,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01396732,"about_ca_topic_score_gemma":0.03288937,"domain_scores_codex":[0.9937603,0.004026617,0.00005789032,0.0002015838,0.0004271434,0.001526401],"domain_scores_gemma":[0.9930761,0.002592977,0.0007339432,0.0002697525,0.0006300824,0.00269721],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00008136292,0.000224139,0.006497028,0.00005755756,0.00001407915,0.0003201818,0.5571026,0.00005185106,0.0003752487,0.3921379,0.01622738,0.0269107],"study_design_scores_gemma":[0.00003786327,0.00007890217,0.009499509,0.0002945836,0.00001378237,0.0003172908,0.6794681,0.0001345062,0.0003970147,0.1105685,0.1991365,0.00005348842],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5882876,0.004087411,0.001044786,0.1661528,0.001016224,0.0000317945,0.00001892055,0.00001388187,0.2393465],"genre_scores_gemma":[0.9845137,0.0003642823,0.0001732683,0.004339292,0.00009525839,0.00001067127,0.000003168398,0.00001164056,0.0104888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02343155,"threshold_uncertainty_score":0.06100655,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}