{"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":"3d2480de18e2","filters":{"venue":"Far East Journal of Mathematical Education"}},"results":[{"id":"W2518887010","doi":"10.17654/me016010069","title":"THE TRANSREFORM APPROACH TO THE TEACHING AND LEARNING OF MATHEMATICS: RE-VIEWING THE MATH WARS","year":2016,"lang":"en","type":"article","venue":"Far East Journal of Mathematical Education","topic":"Education and Critical Thinking Development","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Mathematics education; Mathematics; Computer science","authors":[{"name":"Gale Russell","is_ca":false},{"name":"Egan J. Chernoff","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03583595711895393,"gpt":0.3275873790787275,"spread":0.2917514219597736,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008398523,0.00008883073,0.0001681669,0.00004349421,0.001155625,0.0001285912,0.0004364406,0.00004235164,0.00003172865],"category_scores_gemma":[0.004769165,0.00003227488,0.0000799167,0.0001321811,0.0002620537,0.0001430711,0.00003003276,0.0003654549,0.00001802257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008555975,"about_ca_system_score_gemma":0.0003591252,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001264879,"about_ca_topic_score_gemma":0.000004589414,"domain_scores_codex":[0.998109,0.0004895375,0.0005360694,0.0000831537,0.000582905,0.0001993371],"domain_scores_gemma":[0.9977568,0.001472478,0.0002682353,0.0001561526,0.0002231654,0.0001232152],"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":[0.000004514559,0.0002104368,0.00003346788,0.00005090379,0.00002479237,4.580434e-8,0.2176355,0.000002830629,0.00004468085,0.6694449,0.0004602615,0.1120877],"study_design_scores_gemma":[0.0002125355,0.00008274848,0.0009526627,0.001095262,0.0001052795,0.0000572853,0.5904564,0.0002781702,0.00004123701,0.1964288,0.2101104,0.0001792584],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.3774308,0.001153702,0.1687759,0.3892439,0.001217272,0.001060861,0.000001467119,0.00003889118,0.06107718],"genre_scores_gemma":[0.9734996,0.0001306081,0.02371028,0.0004751813,0.0002837442,0.00002064829,1.681649e-7,0.00001138163,0.00186838],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5960688,"threshold_uncertainty_score":0.8888251,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2796446951","doi":"10.17654/me017040165","title":"TEACHER TRAINING TECHNOLOGY AND THE USE OF THE IWB IN THE SECONDARY MATHEMATICS CLASSROOM","year":2018,"lang":"en","type":"article","venue":"Far East Journal of Mathematical Education","topic":"Education and Technology Integration","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":"Training (meteorology); Mathematics education; Pedagogy; Computer science; Psychology; Geography; Meteorology","authors":[{"name":"Fernando Hitt","is_ca":false},{"name":"Ruth Rodríguez Gallegos","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.06290812251619862,"gpt":0.3417184460752574,"spread":0.2788103235590588,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002038107,0.000070772,0.0001721211,0.0001749692,0.000233671,0.00005632651,0.0004259769,0.0001312062,0.0001662031],"category_scores_gemma":[0.004299408,0.00003250597,0.00006125584,0.0005357732,0.00149997,0.0001671958,0.00002392391,0.0004286507,0.000007361887],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004690782,"about_ca_system_score_gemma":0.0005733431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002196438,"about_ca_topic_score_gemma":0.0001811534,"domain_scores_codex":[0.9987773,0.0003020166,0.0004611207,0.00006397482,0.0002736911,0.0001218967],"domain_scores_gemma":[0.9985197,0.0005132704,0.0004589951,0.0002154077,0.0002673332,0.00002535749],"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":[0.000009065692,0.0002696316,0.0007150489,0.00001523015,0.00001525337,9.900993e-8,0.1459795,2.218562e-7,0.00005667546,0.8236153,0.0016733,0.02765068],"study_design_scores_gemma":[0.0003989867,0.0000609074,0.002404751,0.0002344021,0.00006266709,0.0001134547,0.4446169,0.0002114356,0.00008703733,0.5154291,0.03630861,0.00007181383],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8736281,0.0001566281,0.001883687,0.1159716,0.0004005467,0.0003582912,7.52543e-7,0.00001135723,0.007589011],"genre_scores_gemma":[0.9936314,0.0000223135,0.005176962,0.0005016323,0.0001811994,0.0000136203,2.043281e-7,0.000005545784,0.0004671544],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3081862,"threshold_uncertainty_score":0.5526701,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W7156787543","doi":"10.17654/0973563114015","title":"PLANE AND SPACE CURVES SATISFYING SERRET-FRENET FORMULAS AND A DIFFERENTIAL EQUATION","year":2014,"lang":"","type":"article","venue":"Far East Journal of Mathematical Education","topic":"Geometric Analysis and Curvature Flows","field":"Mathematics","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Université de Moncton","funders":"","keywords":"Differential geometry of curves; Torsion of a curve; Differential equation; First-order partial differential equation; Exact differential equation; Universal differential equation; Curvature; Plane curve; Homogeneous differential equation","authors":[{"name":"Claude Gauthier","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.02736966812523649,"gpt":0.2813802877498102,"spread":0.2540106196245737,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001883948,0.0004100253,0.001076262,0.0005025828,0.0002010946,0.0003298105,0.0002330104,0.0002475111,0.0006873286],"category_scores_gemma":[0.004479079,0.0003273553,0.0002108954,0.0004604697,0.0001305871,0.0005130031,0.0001061324,0.000544614,0.00002557443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007414065,"about_ca_system_score_gemma":0.0002311642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000007667176,"about_ca_topic_score_gemma":0.00000685336,"domain_scores_codex":[0.9965655,0.0003239618,0.001530509,0.0003029074,0.0009155912,0.0003615938],"domain_scores_gemma":[0.9960107,0.0009504578,0.001698276,0.0003531768,0.0005452964,0.0004421325],"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":[0.0004071444,0.006384113,0.005705577,0.02932008,0.002249192,0.000007082821,0.02377244,0.00006206243,0.001939535,0.5316448,0.01892692,0.379581],"study_design_scores_gemma":[0.005465273,0.002375604,0.03191402,0.02238387,0.009592555,0.002108284,0.01254814,0.1235761,0.0004475467,0.7794205,0.007984357,0.002183803],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6618812,0.00937329,0.3212491,0.005066553,0.0008470025,0.0005083149,0.000009880234,0.00001628329,0.001048395],"genre_scores_gemma":[0.9752199,0.001656613,0.02164354,0.0001626826,0.0007373836,0.000007436865,0.00001444318,0.00004210289,0.0005159071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3773972,"threshold_uncertainty_score":0.9999179,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}