{"meta":{"query_hash":"c5f990fd1e2a","filters":{"venue":"Faculty of Education"},"cohort_total":5,"direct_labels_cover":0,"predictions_cover":5,"exported":5,"export_cap":100000,"truncated":false,"label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12"},"permalink":"https://metacan.xera.ac/q/c5f990fd1e2a","api":"https://metacan.xera.ac/api/v1/cohort?venue=Faculty+of+Education"},"results":[{"id":"W117179941","doi":"","title":"Teacher's Culture Differences : Case studies from Brisbane, Changchun and Hong Kong","year":2007,"lang":"en","type":"article","venue":"Faculty of Education","topic":"Educator Training and Historical Pedagogy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Collectivism; Hofstede's cultural dimensions theory; Mainland China; China; Mainland; Political science; Preference; Australian Curriculum; Exploratory research; Sociology; Pedagogy; Economic growth; Public relations; Individualism; Social science; Geography","score_opus":0.18737343897226774,"score_gpt":0.45924630220610024,"score_spread":0.27187286323383253,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W117179941","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9985669,0.00018480905,0.000042874242,0.00008780242,0.0000035474552,0.000025424662,0.000025314794,0.000001171126,0.0010620744],"genre_scores_gemma":[0.99808973,0.0005569793,0.00017143741,0.00010891406,0.0000032186938,0.000041690168,0.000043241085,0.0000049499067,0.0009798022],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9972102,0.0014067296,0.00017016777,0.00016598443,0.0002207989,0.000826179],"domain_scores_gemma":[0.9956754,0.0019740418,0.0006263744,0.0002914548,0.00066219043,0.000770572],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0028693625,0.00049732864,0.0005957823,0.0018033303,0.010026768,0.0022581802,0.0013347918,0.0009368035,0.0019576978],"category_scores_gemma":[0.004821883,0.0005573685,0.0003329339,0.0041111084,0.0028739036,0.0013030104,0.0032861363,0.0013878722,0.00022738999],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.00015001767,0.0003076597,0.15135317,0.00024654274,0.00003984189,0.01319254,0.8237557,0.00018263931,0.0011047319,0.0007617814,0.00050759374,0.0083978325],"study_design_scores_gemma":[0.000014881197,0.00014428158,0.09005002,0.00011802645,0.00003072451,0.0011129851,0.9044141,0.00009474282,0.0004427679,0.000041661624,0.0035188203,0.000017006016],"about_ca_topic_score_codex":0.5116746,"about_ca_topic_score_gemma":0.6943866,"teacher_disagreement_score":0.5116746,"about_ca_system_score_codex":0.01191189,"about_ca_system_score_gemma":0.00530323,"threshold_uncertainty_score":0.9824025},"labels":[],"label_agreement":null},{"id":"W1589375057","doi":"","title":"Views to thrill","year":2006,"lang":"en","type":"article","venue":"Faculty of Education","topic":"Travel Writing and Literature","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Computer science","score_opus":0.039829525639406414,"score_gpt":0.2930631355970916,"score_spread":0.2532336099576852,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W1589375057","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0011469092,0.0022446916,0.00046569965,0.089508444,0.0260742,0.00005322625,0.0008093326,0.00048779382,0.87920964],"genre_scores_gemma":[0.0072425413,0.0010496052,0.00014970101,0.013117682,0.001788698,0.00002280743,0.00030239107,0.000527865,0.9757987],"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","domain_scores_codex":[0.99846566,0.00023080644,0.000020593654,0.00013708921,0.00065672613,0.0004892071],"domain_scores_gemma":[0.9949268,0.00025167072,0.00009634335,0.00031693844,0.002179534,0.0022288105],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0014588624,0.00053605257,0.0003605744,0.00083716935,0.006744453,0.009183388,0.0009397128,0.0029762648,0.3600645],"category_scores_gemma":[0.0059381127,0.00030265294,0.0005436339,0.0009078381,0.0014134989,0.0036976277,0.0043448093,0.0062851286,0.19009118],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000006880232,0.00000416878,0.000052516323,0.000011554307,6.8167e-7,0.000035512505,0.00029007785,0.0000034684117,0.00004723475,0.0022212577,0.9909185,0.0064079617],"study_design_scores_gemma":[0.0000014669328,0.0000023461246,0.00010521517,0.000018979745,7.547991e-7,0.000025409094,0.000978835,0.000003907555,0.000029583456,0.00029985508,0.9985305,0.0000031314119],"about_ca_topic_score_codex":0.033733793,"about_ca_topic_score_gemma":0.103228,"teacher_disagreement_score":0.3600645,"about_ca_system_score_codex":0.005014722,"about_ca_system_score_gemma":0.00517298,"threshold_uncertainty_score":0.9127903},"labels":[],"label_agreement":null},{"id":"W2308132901","doi":"","title":"Aaishah’s choice: Choosing home education in the Muslim community","year":2016,"lang":"en","type":"article","venue":"Faculty of Education","topic":"Diverse Education Studies and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"Victoria Park","funders":"","keywords":"Pseudonym; Popularity; Sociology; Qualitative research; Home education; Futures contract; Gender studies; Qualitative analysis; Psychology; Pedagogy; Public relations; Social science; Social psychology; Political science; Law","score_opus":0.06569133922294448,"score_gpt":0.4093010296455367,"score_spread":0.34360969042259226,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2308132901","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.983809,0.0007532833,0.00032602754,0.0049861497,0.000102919155,0.00002149257,0.000010980534,0.0000055488827,0.00998439],"genre_scores_gemma":[0.9970516,0.0005582065,0.00023502581,0.00060794206,0.000016820752,0.0000089290725,0.000004542753,0.0000039680976,0.001512773],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9949839,0.0037016037,0.00010554078,0.00017871062,0.0004471246,0.00058300217],"domain_scores_gemma":[0.9955146,0.0027131794,0.0004735417,0.00012135477,0.00032585426,0.0008514692],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.006570263,0.0004241388,0.00041512182,0.0007575907,0.017255234,0.004377843,0.0011569434,0.0021286923,0.0023893793],"category_scores_gemma":[0.006021575,0.0004456326,0.0002772078,0.0007768143,0.0142900925,0.0039255745,0.005571169,0.004325446,0.00025857947],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000022645756,0.00003149886,0.0028952488,0.000040011324,0.00000359923,0.0009080899,0.9885924,0.000017338001,0.0003080435,0.003976219,0.0004553287,0.002749559],"study_design_scores_gemma":[0.0000015708606,0.000016219179,0.0008457579,0.00005093675,0.000002142812,0.00027711017,0.99360234,0.000031190953,0.00011040745,0.0003786542,0.004675795,0.000008008361],"about_ca_topic_score_codex":0.018675772,"about_ca_topic_score_gemma":0.030574918,"teacher_disagreement_score":0.018675772,"about_ca_system_score_codex":0.0038446963,"about_ca_system_score_gemma":0.0038043822,"threshold_uncertainty_score":0.03713411},"labels":[],"label_agreement":null},{"id":"W2509926890","doi":"","title":"An enquiry into the professional competence of inclusive education teachers in Beijing: Attitudes, knowledge, skills, and agency","year":2015,"lang":"en","type":"article","venue":"Faculty of Education","topic":"Collaborative Teaching and Inclusion","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Beijing; Competence (human resources); Pillar; Pedagogy; Professional development; China; Agency (philosophy); Psychology; Political science; Sociology; Social science; Social psychology","score_opus":0.03211766657271197,"score_gpt":0.4366694692252462,"score_spread":0.4045518026525342,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2509926890","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9983475,0.00008615037,0.000059179234,0.00043313036,0.0000022998902,0.000007631849,0.0000049517053,6.980077e-7,0.0010585032],"genre_scores_gemma":[0.99951124,0.000072717565,0.000038026483,0.00003476419,9.273501e-7,0.0000076018596,0.0000041955436,5.229539e-7,0.00033010694],"study_design_codex":"qualitative","study_design_gemma":"qualitative","domain_scores_codex":[0.9980696,0.00077827525,0.00013776563,0.00016803187,0.0003937819,0.00045250772],"domain_scores_gemma":[0.9972783,0.0012887449,0.00043993516,0.00015985181,0.00036769407,0.0004654822],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0044753724,0.00023950958,0.00045608674,0.0011044524,0.0040127127,0.0021889345,0.000521974,0.000638599,0.001330173],"category_scores_gemma":[0.006225067,0.00030697096,0.00016323791,0.002002854,0.0033411644,0.0028723588,0.002744,0.001103753,0.00009969579],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000034229215,0.00010757115,0.2197217,0.000093272545,0.000012238383,0.00033147173,0.75476456,0.00006762277,0.00144354,0.0020695361,0.00031961786,0.021034688],"study_design_scores_gemma":[0.000005967509,0.00009889799,0.3001786,0.00006001573,0.000012547462,0.00010208717,0.6955378,0.00023119322,0.00049150863,0.0005690877,0.0026969477,0.000015430242],"about_ca_topic_score_codex":0.0549822,"about_ca_topic_score_gemma":0.08990052,"teacher_disagreement_score":0.0549822,"about_ca_system_score_codex":0.0051287194,"about_ca_system_score_gemma":0.005711104,"threshold_uncertainty_score":0.109324336},"labels":[],"label_agreement":null},{"id":"W3009085148","doi":"","title":"Education and the politics of becoming","year":2012,"lang":"en","type":"article","venue":"Faculty of Education","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Sociology; Politics; Friendship; Knight; Apprenticeship; Immigration; Curriculum; Gender studies; Music education; Pedagogy; Social science; Law; Philosophy; Political science","score_opus":0.04504025826543875,"score_gpt":0.3102726960652972,"score_spread":0.2652324377998585,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3009085148","genre_codex":"other","genre_gemma":"other","domain_codex":null,"domain_gemma":null,"model_version":"metacan-v3-hybrid-931329e0061c","genre_candidate":"other","genre_consensus":"other","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.0037754818,0.13989916,0.00059574255,0.16970661,0.0053411773,0.000021277294,0.0000707945,0.000039568877,0.6805503],"genre_scores_gemma":[0.27971014,0.11260867,0.00070386595,0.041429963,0.0063572465,0.00011103466,0.00013839523,0.00014434026,0.55879635],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","domain_scores_codex":[0.99902034,0.00046389794,0.000025590001,0.00012253261,0.00019148386,0.00017606454],"domain_scores_gemma":[0.99915445,0.00044080213,0.000059424183,0.00003910073,0.000109647124,0.00019651234],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00087310193,0.0004949376,0.00032318992,0.0010492776,0.0053460365,0.009816647,0.0005959509,0.0029511114,0.023816092],"category_scores_gemma":[0.0014435524,0.00018575032,0.00021105786,0.001363265,0.009936808,0.0057594324,0.0031379818,0.004462851,0.003384071],"study_design_candidate":"not_applicable","study_design_consensus":null,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000014300979,0.000039572675,0.0005051992,0.00017697937,0.0000020958394,0.00012335219,0.018709593,0.00008309742,0.000087216664,0.69585484,0.24283178,0.041571938],"study_design_scores_gemma":[0.0000014956609,0.000009467302,0.0006033699,0.0004907387,0.0000011182557,0.0000654493,0.007307437,0.000023816829,0.000033987013,0.034532227,0.9569266,0.000004308294],"about_ca_topic_score_codex":0.011422237,"about_ca_topic_score_gemma":0.01498166,"teacher_disagreement_score":0.023816092,"about_ca_system_score_codex":0.0047348696,"about_ca_system_score_gemma":0.0028702645,"threshold_uncertainty_score":0.079672694},"labels":[],"label_agreement":null}]}