{"id":"W2136290906","doi":"","title":"Snips and Snails and Puppy Dogs' Tails: Genderism and Mathematics Education.","year":2011,"lang":"en","type":"article","venue":"for the learning of mathematics","topic":"Gender Roles and Identity Studies","field":"Social Sciences","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Puppy; Mathematics education; Equity (law); Point (geometry); Literacy; Numeracy; Academic achievement; Pedagogy; Psychology; Sociology; Political science; Mathematics; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007778857,0.000090929,0.00018337,0.00003766544,0.0006453529,0.00006859885,0.0001144042,0.00005281908,0.00001023296],"category_scores_gemma":[0.0004995545,0.00006692046,0.00003192311,0.00005618177,0.0002072894,0.00009120588,0.00008688756,0.00008855619,0.000002348017],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007777493,"about_ca_system_score_gemma":0.00003965159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002531707,"about_ca_topic_score_gemma":0.0001707422,"domain_scores_codex":[0.9993399,0.00003553404,0.0002007434,0.0001123599,0.0001492787,0.0001621373],"domain_scores_gemma":[0.9993268,0.0002457089,0.0001797914,0.0001122347,0.00008562767,0.00004985493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000006026116,0.000290755,0.01824758,0.001421671,0.0002041955,3.543177e-7,0.6922981,0.000002915442,0.00008843157,0.274378,0.002994615,0.01006739],"study_design_scores_gemma":[0.000342683,0.0001139305,0.010209,0.0001570837,0.0002470328,0.00001242007,0.758198,0.001078025,0.00008927401,0.2171412,0.01216644,0.0002449403],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722757,0.005249715,0.01138222,0.002966045,0.0002247166,0.0009339908,0.000005146755,0.00006058938,0.006901895],"genre_scores_gemma":[0.967023,0.002067388,0.02794763,0.00003467777,0.00006544463,0.00002992607,6.013755e-7,0.00001551727,0.00281579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06589998,"threshold_uncertainty_score":0.4963598,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08197066231971499,"score_gpt":0.3158371534965728,"score_spread":0.2338664911768578,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}