{"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":"524f843b928a","filters":{"venue":"Exploring Education Policy in a Globalized World"}},"results":[{"id":"W4386281536","doi":"10.1007/978-981-99-5865-8_4","title":"Pre-service Teacher Education Development in Canada","year":2023,"lang":"en","type":"book-chapter","venue":"Exploring Education Policy in a Globalized World","topic":"Global Education and Multiculturalism","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Competition (biology); Globalization; Service (business); Business; Human resources; Economic growth; Political science; Economics; Marketing; Management; Market economy","authors":[{"name":"Jian Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.08605716346194782,"gpt":0.361686280759254,"spread":0.2756291172973062,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001299328,0.0002839941,0.000450457,0.002007045,0.02043558,0.007579912,0.0027671,0.002349878,0.01704085],"category_scores_gemma":[0.004487111,0.0004746502,0.0004113633,0.004448961,0.002917475,0.001667017,0.0024621,0.003874029,0.0007888558],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.268006,"about_ca_system_score_gemma":0.5334087,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9985991,"about_ca_topic_score_gemma":0.9996042,"domain_scores_codex":[0.9965858,0.0002513843,0.00006102566,0.0001424391,0.0007787118,0.002180491],"domain_scores_gemma":[0.9942403,0.0004694902,0.0001116989,0.0000660174,0.002101307,0.003011272],"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":[0.0002534511,0.0003291985,0.03441344,0.0005079875,0.00004531025,0.001995412,0.03262715,0.004050721,0.000771537,0.4783482,0.2559378,0.1907198],"study_design_scores_gemma":[0.0000512263,0.00007411272,0.06571408,0.0005363795,0.00003089731,0.0002221446,0.04947311,0.002179845,0.0007319751,0.007719149,0.8731882,0.00007886851],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.309298,0.01676552,0.001221483,0.1112648,0.001020759,0.0002689736,0.002185227,0.0002908336,0.5576844],"genre_scores_gemma":[0.5672982,0.005526394,0.001133827,0.004762133,0.00006342746,0.00007729622,0.0005199119,0.0001112244,0.4205076],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.731994,"threshold_uncertainty_score":0.8490093,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4404352754","doi":"10.1007/978-981-97-8468-4_2","title":"Examining the Cultivation Policies for Normal University Students in Canada","year":2024,"lang":"en","type":"book-chapter","venue":"Exploring Education Policy in a Globalized World","topic":"Diverse Educational Innovations Studies","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"New normal; Mathematics education; Political science; Psychology; Medicine; Internal medicine","authors":[{"name":"Jian Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.1163901546157134,"gpt":0.3031619748921661,"spread":0.1867718202764526,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001448157,0.0001587732,0.0002715753,0.001360336,0.01389296,0.007187228,0.00167951,0.001820849,0.005328373],"category_scores_gemma":[0.004833413,0.0002014349,0.0003191458,0.003478277,0.00348063,0.001371637,0.00189173,0.002736701,0.0002746052],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.206013,"about_ca_system_score_gemma":0.3313131,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9966844,"about_ca_topic_score_gemma":0.9987332,"domain_scores_codex":[0.9967242,0.0002046026,0.00003656929,0.0001138703,0.0005317644,0.002389001],"domain_scores_gemma":[0.9950207,0.0008276696,0.0002108647,0.0000662855,0.001452938,0.002421478],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.0004160928,0.0003924011,0.2370003,0.0001826207,0.00005339072,0.001108382,0.02979564,0.008271857,0.001437189,0.5561625,0.07142176,0.09375779],"study_design_scores_gemma":[0.00007799829,0.0001328401,0.5436017,0.0004280743,0.00008153962,0.0001526077,0.1751605,0.007087427,0.001701619,0.0286746,0.2427592,0.0001419282],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8429381,0.002497434,0.0003811084,0.04055675,0.00009260282,0.0000643704,0.0009662355,0.0000308038,0.1124726],"genre_scores_gemma":[0.9666239,0.001046008,0.000207446,0.001606748,0.00001553717,0.00001979807,0.0002041995,0.00001203556,0.03026429],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.793987,"threshold_uncertainty_score":0.9209123,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W4416230568","doi":"10.1007/978-981-95-4387-8_3","title":"Politics of Generative Artificial Intelligence in Empowering Education in Canada","year":2025,"lang":"en","type":"book-chapter","venue":"Exploring Education Policy in a Globalized World","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Generative grammar; Politics; Corporate governance; Empowerment; Public policy; Set (abstract data type); Policy analysis","authors":[{"name":"Jian Li","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.05167692529367145,"gpt":0.3771585441083071,"spread":0.3254816188146357,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002941734,0.0004297061,0.0004877039,0.00152268,0.02776277,0.01708934,0.002183853,0.00567441,0.01172738],"category_scores_gemma":[0.008226315,0.0004961591,0.0005568476,0.003044185,0.02180812,0.003261446,0.004402367,0.01004912,0.0005492221],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.2352221,"about_ca_system_score_gemma":0.3746727,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9944286,"about_ca_topic_score_gemma":0.9969156,"domain_scores_codex":[0.9939627,0.0009166365,0.00007862507,0.0003540812,0.00171985,0.002967987],"domain_scores_gemma":[0.9964808,0.001411145,0.0001153775,0.0001451852,0.0009277982,0.0009198145],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001212665,0.00001136679,0.0005123666,0.00001365102,0.000005090352,0.00006845903,0.003213945,0.0007462106,0.00004982135,0.9769807,0.0132653,0.005120953],"study_design_scores_gemma":[0.00005326849,0.00002294202,0.005601312,0.0002782941,0.00004492347,0.00009696421,0.01996355,0.004212074,0.0007540897,0.3664173,0.6024397,0.0001155382],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.06327759,0.004349159,0.002581768,0.1208286,0.0004064785,0.0000891093,0.0002295043,0.00006915698,0.8081686],"genre_scores_gemma":[0.7690403,0.002593613,0.001691192,0.01258411,0.0001204502,0.00005941129,0.00007784223,0.0001037656,0.2137293],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2352221,"threshold_uncertainty_score":0.8870339,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}