{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":6,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":6,"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":"52ff4d4177d1","filters":{"venue":"Academic Leadership The Online Journal"}},"results":[{"id":"W4318763430","doi":"10.58809/alj","title":"Academic Leadership: The Online Journal","year":2023,"lang":"en","type":"paratext","venue":"Academic Leadership The Online Journal","topic":"Online and Blended Learning","field":"Social Sciences","cited_by":110,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Library science; Psychology; Media studies; Sociology; Computer science","authors":[],"retraction":null,"screen_n_in":null,"score":{"opus":0.2590970183861983,"gpt":0.4155592634156228,"spread":0.1564622450294245,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.01622248,0.001346675,0.001513103,0.0009670098,0.006895266,0.0009579742,0.008965418,0.004384371,0.004428629],"category_scores_gemma":[0.00511084,0.0008103875,0.001430687,0.002491084,0.002621298,0.001184957,0.0005173541,0.06850441,0.008184169],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001204018,"about_ca_system_score_gemma":0.008491669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001680526,"about_ca_topic_score_gemma":0.0007217214,"domain_scores_codex":[0.9815583,0.006189268,0.002954709,0.0009873703,0.0043374,0.003973001],"domain_scores_gemma":[0.9892389,0.004054545,0.003812165,0.0008951228,0.0008010062,0.001198248],"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":[0.00008027707,0.00009648912,0.0001276339,0.0001002843,0.000540052,0.0001020505,0.01491686,0.0006385905,0.00008771626,0.0002126109,0.9392387,0.04385869],"study_design_scores_gemma":[0.000799834,0.0001273837,0.000120477,0.001806012,0.0005096497,0.001131104,0.2052167,0.000112866,0.00001215727,0.001428138,0.7878767,0.0008590207],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.008591465,0.09074248,0.0002292536,0.8649757,0.02612817,0.001178436,0.0004012213,0.0003648478,0.007388448],"genre_scores_gemma":[0.006113906,0.1741295,0.0004589199,0.01966645,0.1439564,0.00002179133,0.0003934306,0.0005023827,0.6547572],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.8453093,"threshold_uncertainty_score":0.9999284,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2993995090","doi":"10.58809/dpny5631","title":"Educational Restructuring and the Policy Process: The Toronto District School Board 1997-2003","year":2009,"lang":"en","type":"article","venue":"Academic Leadership The Online Journal","topic":"Canadian Identity and History","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":"Metropolitan area; Watson; Restructuring; Government (linguistics); Public administration; Population; Local government; Clearance; Political science; Sociology; Geography; Law; Medicine; Demography","authors":[{"name":"Duncan MacLellan","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03453692598111852,"gpt":0.3242831152543584,"spread":0.2897461892732399,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001538551,0.0001080029,0.000124872,0.00008898599,0.003433716,0.0004822849,0.0009138919,0.0001388521,0.0002114948],"category_scores_gemma":[0.002447435,0.00006216262,0.00007401602,0.0003953784,0.001403742,0.000472708,0.00002004788,0.001530114,0.00001160793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001031248,"about_ca_system_score_gemma":0.003539691,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03480652,"about_ca_topic_score_gemma":0.1418914,"domain_scores_codex":[0.9982069,0.0004278797,0.0002826237,0.000135493,0.0005339152,0.0004132556],"domain_scores_gemma":[0.9989837,0.0002632042,0.0002283545,0.0001614202,0.0001112971,0.000252068],"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":[0.0002459886,0.00007705374,0.002338313,0.00003981627,0.0001462328,0.000007759002,0.2263507,0.00005084758,0.0000412059,0.2701206,0.4033835,0.09719796],"study_design_scores_gemma":[0.001079356,0.00003558271,0.0517608,0.0001217792,0.0001225742,0.0002418437,0.1108027,0.00003440069,0.000002202572,0.1170637,0.7184498,0.0002852514],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06887294,0.02453839,0.000007757891,0.8991572,0.0006436161,0.0003154578,0.00001727578,0.00002355159,0.006423859],"genre_scores_gemma":[0.9388062,0.01187494,0.00004164884,0.01975602,0.01387785,0.000007819998,0.000004233587,0.00001409353,0.01561714],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8794011,"threshold_uncertainty_score":0.9978637,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2255235486","doi":"10.58809/ammm4197","title":"Full-day Kindergarten: Ontario","year":2010,"lang":"en","type":"article","venue":"Academic Leadership The Online Journal","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Morning; Psychology; Demography; Medicine; Sociology","authors":[{"name":"Anne Jefferson","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1537515805252745,"gpt":0.3890268560174654,"spread":0.2352752754921909,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003854318,0.000128252,0.0001511424,0.00009058194,0.001116315,0.0001399983,0.0008853118,0.0003667358,0.001856313],"category_scores_gemma":[0.0006715702,0.00008510119,0.0001216231,0.0002371996,0.0003653222,0.0003206215,0.00002467617,0.004393042,0.0002269977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001747965,"about_ca_system_score_gemma":0.001849537,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.008556282,"about_ca_topic_score_gemma":0.1555447,"domain_scores_codex":[0.9978931,0.0004585073,0.0004021006,0.00014098,0.0005507059,0.000554629],"domain_scores_gemma":[0.9986321,0.0003704352,0.0003080808,0.000208827,0.0001452564,0.0003352925],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002510565,0.0001119319,0.05613866,0.000009090117,0.00008899698,0.000007301402,0.6994501,0.000007070155,0.003518125,0.04246402,0.1878858,0.01029379],"study_design_scores_gemma":[0.0002020985,0.00002081533,0.006181004,0.00003069016,0.00002000684,0.0001623597,0.1019182,0.000003031604,0.00002504858,0.002333044,0.8889652,0.0001384212],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6997275,0.0002869213,0.00003945068,0.287358,0.004418777,0.00014859,0.000002804242,0.00004247159,0.007975585],"genre_scores_gemma":[0.9413837,0.0001055127,0.0001749075,0.006230437,0.01579376,0.000004071325,0.000002555657,0.00001694574,0.03628817],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7010794,"threshold_uncertainty_score":0.9990561,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2252782548","doi":"10.58809/alj20040101/dulf5737","title":"Nurturing Faculty: An Old Concept?","year":2004,"lang":"en","type":"article","venue":"Academic Leadership The Online Journal","topic":"Evaluation of Teaching Practices","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Kensington Health","funders":"","keywords":"Pedagogy; Psychology; Sociology; Mathematics education","authors":[{"name":"Dee McGonigle","is_ca":true},{"name":"Kathleen Mastrian","is_ca":true},{"name":"Nedra Farcus","is_ca":true},{"name":"Renee M. Eggers","is_ca":true},{"name":"Linda Lee Shoop","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.4949897436217283,"gpt":0.5151471509013892,"spread":0.02015740727966092,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.005828111,0.0001476891,0.0001536593,0.00008701494,0.00163549,0.0002051949,0.001209051,0.0002594294,0.0002262924],"category_scores_gemma":[0.002759292,0.0001048811,0.0001004557,0.000227522,0.0004573594,0.001749788,0.00003980383,0.00333289,0.00008783049],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003628195,"about_ca_system_score_gemma":0.0005939991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00061044,"about_ca_topic_score_gemma":0.000391663,"domain_scores_codex":[0.9966645,0.001096675,0.0004072345,0.0001995588,0.001096009,0.000535999],"domain_scores_gemma":[0.9984962,0.000392777,0.0004946233,0.000189366,0.0001370635,0.00028996],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001023745,0.000465507,0.0104002,0.00001939881,0.0002606633,0.00005072061,0.7887993,0.01206558,0.001947222,0.1070397,0.01209997,0.06674937],"study_design_scores_gemma":[0.00296716,0.0002558499,0.01190878,0.0004313241,0.0002549819,0.0004389925,0.592281,0.000241655,0.0006721601,0.05551231,0.3342486,0.0007871431],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5093691,0.001099396,0.0004732062,0.4867607,0.0008889464,0.0001827738,0.000006607139,0.0001381908,0.001081132],"genre_scores_gemma":[0.9802114,0.0004105385,0.002152043,0.008810554,0.005335465,0.000002450458,0.00001015672,0.00002466762,0.003042771],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4779501,"threshold_uncertainty_score":0.9996642,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2756285896","doi":"10.58809/pcvi5006","title":"Women’s Access to Senior Management Positions in the University of Abuja – Nigeria","year":2010,"lang":"en","type":"article","venue":"Academic Leadership The Online Journal","topic":"African Education and Politics","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Political science; Institution; Agriculture; Rank (graph theory); Higher education; Educational attainment; Socioeconomics; Sociology; Economic growth; Geography; Social science","authors":[{"name":"Isaiah Ilo","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1029396773270007,"gpt":0.3758768709709239,"spread":0.2729371936439232,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001857924,0.00005999004,0.00008000561,0.0001045144,0.0005553217,0.00004394739,0.001260476,0.00009076926,0.0004188946],"category_scores_gemma":[0.0001400963,0.00004109494,0.00004242444,0.0003285668,0.0002880698,0.0001767155,0.00004500349,0.001272064,0.00002405801],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001369644,"about_ca_system_score_gemma":0.0002238587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001552595,"about_ca_topic_score_gemma":0.001077343,"domain_scores_codex":[0.998736,0.0003993605,0.0001616953,0.00007547874,0.0003019329,0.0003255545],"domain_scores_gemma":[0.9993291,0.000217923,0.0001165784,0.0001402744,0.00005298685,0.0001430878],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003029195,0.0002102555,0.0139437,0.00001499485,0.00004092686,0.00001003973,0.8477956,0.00002976469,0.0002383495,0.05823026,0.07495526,0.004500553],"study_design_scores_gemma":[0.0001463274,0.00001396802,0.031812,0.00002201255,0.00001343207,0.00001265681,0.7143349,0.00000336573,0.00000566319,0.003183918,0.2503871,0.00006462236],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7089823,0.00001931168,0.00005564741,0.285823,0.0003648063,0.0001481963,0.000008262841,0.000007497836,0.004590975],"genre_scores_gemma":[0.9878649,0.0001256638,0.0002889445,0.008174467,0.0007162036,0.000001293294,0.000001288064,0.000004443102,0.00282283],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2788825,"threshold_uncertainty_score":0.5526556,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2994491778","doi":"10.58809/ofsd9037","title":"An examination of tension in the space between leadership philosophy and the cultural reality of schools","year":2010,"lang":"en","type":"article","venue":"Academic Leadership The Online Journal","topic":"Religious Education and Schools","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":"Diversity (politics); Sociology; Cultural diversity; Population; Value (mathematics); Beauty; Educational leadership; Gender studies; Political science; Pedagogy; Law; Anthropology","authors":[{"name":"Lisa Starr","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.2217415514037563,"gpt":0.4108411522734334,"spread":0.1890996008696771,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01111888,0.0001176596,0.0002298601,0.00009581706,0.0004990385,0.00007397766,0.00095979,0.0002697475,0.0000138389],"category_scores_gemma":[0.002253332,0.00005424384,0.00008251469,0.0004471948,0.001616923,0.0002566743,0.00002084127,0.003049734,0.000002075535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003479834,"about_ca_system_score_gemma":0.0002168159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003365424,"about_ca_topic_score_gemma":0.0002660347,"domain_scores_codex":[0.9958629,0.002492881,0.0005242942,0.0001425702,0.0006900661,0.0002873171],"domain_scores_gemma":[0.997806,0.001014839,0.0005415752,0.0002615924,0.0002700308,0.0001059235],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002868349,0.0001852158,0.1481905,0.00008821089,0.00009695775,0.000002178644,0.616011,0.0000180454,0.0113895,0.1678703,0.01339134,0.04246988],"study_design_scores_gemma":[0.001525266,0.00009744383,0.3855738,0.0002174477,0.00009789209,0.00004544311,0.529413,0.00008405105,0.000367032,0.08139663,0.001001367,0.0001806275],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7223762,0.0004330459,0.00001348089,0.2757871,0.0001972456,0.0002538211,0.000003695238,0.000007051986,0.0009283776],"genre_scores_gemma":[0.9951372,0.0007998045,0.00008951786,0.001482391,0.002363874,0.000003088889,0.000004761629,0.000007439068,0.0001118928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2743047,"threshold_uncertainty_score":0.9992503,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}