{"id":"W2188279262","doi":"","title":"INSIGHTS INTO THE LIVED EXPERIENCES OF THREE MALE ELEMENTARY SCHOOL TEACHERS","year":2011,"lang":"en","type":"article","venue":"QSpace (Queen's University Library)","topic":"Education Pedagogy and Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics education; Pedagogy; Psychology; Sociology; Gender studies","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001233632,0.00009873826,0.0001097278,0.0001083821,0.0007845418,0.00003834417,0.0006991139,0.00009312914,0.01288649],"category_scores_gemma":[0.00006949127,0.0000844017,0.00006501999,0.0003955044,0.0006449049,0.002686971,0.0001290511,0.0001988052,0.00007437575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004029685,"about_ca_system_score_gemma":0.0005112387,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06127301,"about_ca_topic_score_gemma":0.002642207,"domain_scores_codex":[0.9988444,0.0004391681,0.0001016149,0.0002013323,0.0002298847,0.0001836004],"domain_scores_gemma":[0.9991821,0.0002145321,0.0001732898,0.000241029,0.00003795178,0.0001510649],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00006039244,0.00009604367,0.1172884,0.00000504466,0.00004735461,0.000009046029,0.8174785,4.886622e-7,0.000004059154,0.01333722,0.05131596,0.0003574829],"study_design_scores_gemma":[0.00009198744,0.00004404639,0.01696511,0.000009293099,0.00002405099,3.169707e-8,0.6868398,2.272045e-7,0.0006922593,0.00110924,0.2941243,0.00009962201],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8248752,0.00007048182,0.00002859634,0.02963348,0.0002084396,0.0001654577,6.026332e-7,0.00006091466,0.1449568],"genre_scores_gemma":[0.9515029,0.0003809644,0.001604364,0.0002830795,0.00008302828,0.000002084089,0.000003757058,0.000006300311,0.04613358],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2428084,"threshold_uncertainty_score":0.9880159,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03304721679700545,"score_gpt":0.2641079661409918,"score_spread":0.2310607493439863,"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."}}