{"meta":{"query_hash":"eeac3c2f859e","filters":{"venue":"Pythagoras"},"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/eeac3c2f859e","api":"https://metacan.xera.ac/api/v1/cohort?venue=Pythagoras"},"results":[{"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,"route_ca_aff":true,"route_ca_fund":false,"route_ca_venue":false,"route_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","score_opus":0.05507136362721163,"score_gpt":0.3956281810434641,"score_spread":0.34055681741625243,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2066057864","genre_codex":"other","genre_gemma":"empirical","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.44184756,0.00047883764,0.00568491,0.008612861,0.0018594766,0.0012424433,0.000013939391,0.0002232504,0.54003674],"genre_scores_gemma":[0.98682946,0.0000018779589,0.007569348,0.00090606906,0.0010669616,0.00011177978,0.000015810265,0.000012157184,0.0034865106],"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","domain_scores_codex":[0.99902725,0.00006627964,0.00019210456,0.00010194616,0.00019468713,0.00041774588],"domain_scores_gemma":[0.9990228,0.00042175394,0.000032671418,0.00012078273,0.00007992397,0.00032205792],"candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007363429,0.00008424684,0.00011453169,0.0000352904,0.00041894734,0.000038660917,0.00012974601,0.00007371677,0.00021632774],"category_scores_gemma":[0.0011455744,0.000078653626,0.000049839156,0.00010177448,0.00015781508,0.00019365533,0.000020679387,0.00006216388,0.0005753003],"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":[0.0000038295407,0.0002584059,0.00018882475,0.000046172237,0.000008162784,1.1698493e-7,0.007999351,3.424073e-8,0.000058604055,0.988741,0.0005982469,0.0020972854],"study_design_scores_gemma":[0.00008374552,0.000015596692,0.00013412008,0.000026004976,0.000030450452,0.0000021008655,0.0030092848,0.0000035952226,0.0012554917,0.8287853,0.1664945,0.0001598099],"about_ca_topic_score_codex":0.00004675831,"about_ca_topic_score_gemma":0.000019925936,"teacher_disagreement_score":0.54498196,"about_ca_system_score_codex":0.00010009441,"about_ca_system_score_gemma":0.00034231556,"threshold_uncertainty_score":0.73945135},"labels":[],"label_agreement":null},{"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,"route_ca_aff":false,"route_ca_fund":true,"route_ca_venue":false,"route_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","score_opus":0.11028673506584272,"score_gpt":0.4848416028959562,"score_spread":0.3745548678301135,"validation_status":"score_only:v0-immature-baseline","prediction":{"id":"W2076216433","genre_codex":"empirical","genre_gemma":"methods","domain_codex":null,"domain_gemma":null,"model_version":"codex-gemma-dda1882f352a","genre_candidate":"empirical","genre_consensus":null,"domain_candidate":null,"domain_consensus":null,"prediction_status":"machine_predicted_unvalidated","genre_scores_codex":[0.6931134,0.000056260127,0.00647632,0.014152623,0.004805651,0.0002453181,7.996986e-7,0.0001406453,0.281009],"genre_scores_gemma":[0.38687322,0.000007200933,0.5997577,0.000417414,0.00063595065,0.000020419118,0.000002254702,0.000011190505,0.012274689],"study_design_codex":"qualitative","study_design_gemma":"not_applicable","domain_scores_codex":[0.99882245,0.00027148594,0.00019369645,0.0001448072,0.00035004065,0.00021752519],"domain_scores_gemma":[0.9987431,0.0008128948,0.0001588462,0.0001441343,0.000060198625,0.00008081089],"candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0034818433,0.000075327305,0.00009503938,0.000028283805,0.0012260948,0.00011378211,0.00020241487,0.00008954184,0.0012206038],"category_scores_gemma":[0.0019203563,0.00006431679,0.000026573636,0.00009794981,0.0000790179,0.00039870356,0.000038201226,0.00046243734,0.00015299639],"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":[0.0000039788383,0.00035403066,0.009858599,0.000041121166,0.000020338168,0.0000021289698,0.6299918,9.5266716e-7,0.0030540791,0.3122827,0.005817198,0.038573027],"study_design_scores_gemma":[0.000052586256,0.0000035509606,0.0009123344,0.000025882411,0.000007203648,8.920206e-7,0.07019727,0.000012118363,0.0008155559,0.013160883,0.91468906,0.00012268574],"about_ca_topic_score_codex":0.00037445436,"about_ca_topic_score_gemma":0.0012255191,"teacher_disagreement_score":0.9088718,"about_ca_system_score_codex":0.000027838552,"about_ca_system_score_gemma":0.00040726096,"threshold_uncertainty_score":0.99969244},"labels":[],"label_agreement":null}]}