{"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":"3e13b90c4691","filters":{"venue":"Educate~/Educate"}},"results":[{"id":"W1546088199","doi":"","title":"An Examination of Sport Management Doctoral Programme Research Requirements","year":2013,"lang":"en","type":"article","venue":"Educate~/Educate","topic":"Sports, Gender, and Society","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Accreditation; Sport management; Curriculum; Medical education; Political science; Pedagogy; Public relations; Engineering ethics; Sociology; Engineering; Medicine","authors":[{"name":"Calvin Nite","is_ca":false},{"name":"John N. Singer","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2006956377401631,"gpt":0.4449012786153805,"spread":0.2442056408752175,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":["metaresearch"],"category_scores_codex":[0.2526758,0.0005136785,0.0009353533,0.008043108,0.008075956,0.007856599,0.004352084,0.002872255,0.008576415],"category_scores_gemma":[0.3998445,0.001265034,0.001371356,0.007585152,0.003271883,0.0053006,0.009219505,0.004868739,0.002169563],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01597566,"about_ca_system_score_gemma":0.07317991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005947059,"about_ca_topic_score_gemma":0.01183532,"domain_scores_codex":[0.8366179,0.06975982,0.02938546,0.005743402,0.04706754,0.01142598],"domain_scores_gemma":[0.3645633,0.3503747,0.04529702,0.02314615,0.1596832,0.05693585],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0008528931,0.001541366,0.1061958,0.01120873,0.0001243814,0.002836843,0.1283322,0.002788779,0.01807398,0.07979941,0.06802205,0.5802235],"study_design_scores_gemma":[0.0001825683,0.001719331,0.2861857,0.006367493,0.00005669171,0.002516359,0.1114751,0.002283316,0.005426162,0.01162922,0.5718793,0.0002786447],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5906704,0.006820563,0.03633737,0.109895,0.003287111,0.01834642,0.00355614,0.0007222285,0.2303648],"genre_scores_gemma":[0.8798915,0.005294696,0.05580732,0.009171419,0.0009697339,0.01936272,0.002441275,0.0004030482,0.02665832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7473242,"threshold_uncertainty_score":0.9215838,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W1509721542","doi":"","title":"Review of The Academic’s Guide to Publishing by Kitchen and Fuller","year":2009,"lang":"en","type":"article","venue":"Educate~/Educate","topic":"Publishing and Scholarly Communication","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Ottawa","funders":"","keywords":"Publishing; Public relations; Media studies; Sociology; Library science; Political science; Computer science; Law","authors":[{"name":"Thomas Hillman","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.04817157159064656,"gpt":0.3035865730262357,"spread":0.2554150014355892,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.005162803,0.001711732,0.002200152,0.01147029,0.002396881,0.007327244,0.002695565,0.004428575,0.03130139],"category_scores_gemma":[0.02190753,0.0009023886,0.0009624547,0.01420818,0.002592023,0.008132713,0.002230631,0.004722816,0.03685133],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005044014,"about_ca_system_score_gemma":0.01168749,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02404593,"about_ca_topic_score_gemma":0.05939109,"domain_scores_codex":[0.9941244,0.001176727,0.0007413984,0.0003915601,0.003327627,0.000238362],"domain_scores_gemma":[0.9809653,0.00648115,0.000999094,0.000578183,0.009574424,0.001401803],"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":[0.000007184849,0.00001257799,0.00003439928,0.0004982706,0.0000032507,0.0000120819,0.00005910927,0.00002474688,0.00003366153,0.001834384,0.9554163,0.042064],"study_design_scores_gemma":[0.000002068635,0.000003606397,0.0001664879,0.0006951619,0.000002527112,0.000035676,0.00004200414,0.00001031529,0.00001963087,0.0004307727,0.9985852,0.000006463211],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002055177,0.7386068,0.002334636,0.1148554,0.09900647,0.0001543622,0.0008659568,0.0003127345,0.04365816],"genre_scores_gemma":[0.001663484,0.7422298,0.004279781,0.05197517,0.03138996,0.0002001869,0.001100796,0.0004038809,0.166757],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9926727,"threshold_uncertainty_score":0.1047136,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}