{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"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"},"query_hash":"eeac3c2f859e","filters":{"venue":"Pythagoras"}},"results":[{"id":"W2076216433","doi":"10.4102/pythagoras.v0i72.17","title":"Re‐sourcing mathematics teaching through professional development","year":2010,"lang":"en","type":"article","venue":"Pythagoras","topic":"Education Methods and Practices","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false},"ca_institutions":"","funders":"University of Alberta","keywords":"Mathematics education; Curriculum; Meaning (existential); Subject (documents); Computer science; Algebra over a field; Professional development; Development (topology); Algebraic number; Pedagogy; Mathematics; Psychology; Pure mathematics","retraction":null,"screen_n_in":null,"score":{"opus":0.1102867350658427,"gpt":0.4848416028959562,"spread":0.3745548678301135,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.003481843,0.00007532731,0.00009503938,0.0000282838,0.001226095,0.0001137821,0.0002024149,0.00008954184,0.001220604],"category_scores_gemma":[0.001920356,0.00006431679,0.00002657364,0.00009794981,0.0000790179,0.0003987036,0.00003820123,0.0004624373,0.0001529964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002783855,"about_ca_system_score_gemma":0.000407261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003744544,"about_ca_topic_score_gemma":0.001225519,"domain_scores_codex":[0.9988225,0.0002714859,0.0001936965,0.0001448072,0.0003500406,0.0002175252],"domain_scores_gemma":[0.9987431,0.0008128948,0.0001588462,0.0001441343,0.00006019862,0.00008081089],"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":[0.000003978838,0.0003540307,0.009858599,0.00004112117,0.00002033817,0.00000212897,0.6299918,9.526672e-7,0.003054079,0.3122827,0.005817198,0.03857303],"study_design_scores_gemma":[0.00005258626,0.000003550961,0.0009123344,0.00002588241,0.000007203648,8.920206e-7,0.07019727,0.00001211836,0.0008155559,0.01316088,0.9146891,0.0001226857],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.6931134,0.00005626013,0.00647632,0.01415262,0.004805651,0.0002453181,7.996986e-7,0.0001406453,0.281009],"genre_scores_gemma":[0.3868732,0.000007200933,0.5997577,0.000417414,0.0006359507,0.00002041912,0.000002254702,0.0000111905,0.01227469],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9088718,"threshold_uncertainty_score":0.9996924,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2066057864","doi":"10.4102/pythagoras.v33i2.189","title":"Refusal as a democratic catalyst for mathematics education development","year":2012,"lang":"en","type":"article","venue":"Pythagoras","topic":"Critical Theory and Political Philosophy","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"University of Alberta","funders":"","keywords":"Democracy; Ideology; Egalitarianism; Action (physics); Emancipation; Power (physics); Sociology; Political science; Mathematics education; Pedagogy; Mathematics; Law; Politics","retraction":null,"screen_n_in":null,"score":{"opus":0.05507136362721163,"gpt":0.3956281810434641,"spread":0.3405568174162524,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007363429,0.00008424684,0.0001145317,0.0000352904,0.0004189473,0.00003866092,0.000129746,0.00007371677,0.0002163277],"category_scores_gemma":[0.001145574,0.00007865363,0.00004983916,0.0001017745,0.0001578151,0.0001936553,0.00002067939,0.00006216388,0.0005753003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001000944,"about_ca_system_score_gemma":0.0003423156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004675831,"about_ca_topic_score_gemma":0.00001992594,"domain_scores_codex":[0.9990273,0.00006627964,0.0001921046,0.0001019462,0.0001946871,0.0004177459],"domain_scores_gemma":[0.9990228,0.0004217539,0.00003267142,0.0001207827,0.00007992397,0.0003220579],"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":[0.000003829541,0.0002584059,0.0001888247,0.00004617224,0.000008162784,1.169849e-7,0.007999351,3.424073e-8,0.00005860406,0.988741,0.0005982469,0.002097285],"study_design_scores_gemma":[0.00008374552,0.00001559669,0.0001341201,0.00002600498,0.00003045045,0.000002100865,0.003009285,0.000003595223,0.001255492,0.8287853,0.1664945,0.0001598099],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4418476,0.0004788376,0.00568491,0.008612861,0.001859477,0.001242443,0.00001393939,0.0002232504,0.5400367],"genre_scores_gemma":[0.9868295,0.000001877959,0.007569348,0.0009060691,0.001066962,0.0001117798,0.00001581026,0.00001215718,0.003486511],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.544982,"threshold_uncertainty_score":0.7394513,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}