{"meta":{"query_hash":"3cf65fadccff","filters":{"venue":"Communications of Mathematical Education"},"cohort_total":2,"direct_labels_cover":0,"predictions_cover":2,"exported":2,"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/3cf65fadccff","api":"https://metacan.xera.ac/api/v1/cohort?venue=Communications+of+Mathematical+Education"},"results":[{"id":"W2382585079","doi":"","title":"Comparison of early tertiary mathematics in USA and Korea","year":2009,"lang":"en","type":"article","venue":"Communications of Mathematical Education","topic":"Educational Research and Pedagogy","field":"Computer Science","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":"Quarter (Canadian coin); Government (linguistics); Mathematics education; Connected Mathematics; Core-Plus Mathematics Project; Mathematics; Higher education; Reform mathematics; Everyday Mathematics; Political science; History; Law","score_opus":0.11486837380598529,"score_gpt":0.45647328887848526,"score_spread":0.34160491507249996,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2382585079","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.9134876,0.0018403785,0.037190136,0.016284615,0.000050887378,0.0005303947,0.0000031550533,0.000021232616,0.030591583],"genre_scores_gemma":[0.7643536,0.000080957056,0.23541456,0.000040714145,0.000005499745,0.000019638315,0.0000038718267,0.0000025679906,0.00007860784],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99889,0.00009143499,0.00054405147,0.0001228256,0.00022535819,0.00012636278],"domain_scores_gemma":[0.9969804,0.0007778059,0.00018820011,0.001774433,0.00019798797,0.00008116802],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004598976,0.000078551835,0.00022419731,0.00021763361,0.000047192647,0.000029040637,0.0016066978,0.000049947685,0.000025659465],"category_scores_gemma":[0.00076456956,0.000074170755,0.000032478958,0.00033973707,0.00016393895,0.0002547857,0.0002603911,0.00014670155,0.00002186212],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.0000021728324,0.002590258,0.011754608,0.00010474084,0.000005008348,2.830274e-8,0.0065667937,0.0000020181453,0.00089245936,0.9400878,0.00023832175,0.037755787],"study_design_scores_gemma":[0.00017123064,0.00017065945,0.28213012,0.00030806346,0.000009320101,0.0000068500967,0.0011047476,0.0143236155,0.0019353041,0.6995189,0.00018532795,0.00013586758],"about_ca_topic_score_codex":0.00002974861,"about_ca_topic_score_gemma":0.000013921451,"teacher_disagreement_score":0.27037552,"about_ca_system_score_codex":0.00002658145,"about_ca_system_score_gemma":0.00035188513,"threshold_uncertainty_score":0.30245957},"labels":[],"label_agreement":null},{"id":"W3026999994","doi":"10.7468/jksmee.2020.34.2.135","title":"International Comparison of Ways in which Competencies is Reflected in Mathematics Curriculum: Focused on France, Australia and British Columbia in Canada","year":2020,"lang":"en","type":"article","venue":"Communications of Mathematical Education","topic":"Educational Research and Pedagogy","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":false,"route_ca_aff":false,"route_ca_fund":false,"route_ca_venue":false,"route_about_ca":true,"ca_institutions":"","funders":"","keywords":"Curriculum; Mathematics education; Geography; Political science; Pedagogy; Sociology; Mathematics","score_opus":0.10998124707779708,"score_gpt":0.3830753764147539,"score_spread":0.27309412933695687,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W3026999994","genre_codex":"empirical","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":"empirical","domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.98335093,0.0003121661,0.0008182688,0.0114864465,0.0000650961,0.00039958712,0.00001952637,0.000009373907,0.0035386253],"genre_scores_gemma":[0.932525,0.00010765571,0.06713498,0.00010528824,0.0000074567447,0.00006475599,0.000020790112,0.000005360303,0.000028752374],"study_design_codex":"observational","study_design_gemma":"observational","domain_scores_codex":[0.99842745,0.00010480725,0.0007338948,0.00019601734,0.0003766196,0.0001612281],"domain_scores_gemma":[0.9979532,0.0006741736,0.00020273519,0.0007681974,0.0003052947,0.0000963957],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002838311,0.00008012002,0.00030344306,0.00013192397,0.000035290082,0.000070315866,0.0016451937,0.000049100294,0.00008986808],"category_scores_gemma":[0.001454321,0.00011027087,0.000020166828,0.0009326879,0.00009133066,0.0001824275,0.00030765557,0.00029349737,0.000004690257],"study_design_candidate":"observational","study_design_consensus":"observational","about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_system_candidate":false,"about_ca_system_consensus":false,"study_design_scores_codex":[0.000012824518,0.0073114447,0.694728,0.0009738877,0.000045142213,0.0000014630525,0.028300613,0.00015043856,0.00047399697,0.23904532,0.009401407,0.019555457],"study_design_scores_gemma":[0.0012397581,0.0002031237,0.6701198,0.0018941772,0.000012233414,0.000007336536,0.0064211995,0.21924445,0.00030322725,0.097059034,0.0030620054,0.00043361343],"about_ca_topic_score_codex":0.5029687,"about_ca_topic_score_gemma":0.8480858,"teacher_disagreement_score":0.3451171,"about_ca_system_score_codex":0.00018515709,"about_ca_system_score_gemma":0.0015063846,"threshold_uncertainty_score":0.50034106},"labels":[],"label_agreement":null}]}