{"id":"W4403603027","doi":"10.5206/cjsotlrcacea.2024.2.15170","title":"Creating a Gender-inclusive Learning Environment in Spanish Language Classrooms","year":2024,"lang":"en","type":"article","venue":"The Canadian Journal for the Scholarship of Teaching and Learning","topic":"Gender Studies in Language","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary; University of British Columbia","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Mathematics education; Sociology; Pedagogy; Psychology; Linguistics; Geography; Humanities; Art","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.01379923,0.0001192888,0.0001496142,0.0001447535,0.009088118,0.0006021601,0.0003888961,0.00008073846,0.0001030077],"category_scores_gemma":[0.004802003,0.00008035923,0.00009932947,0.0001148048,0.0002851085,0.0001929449,0.00006288502,0.003985686,0.000004541417],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004026895,"about_ca_system_score_gemma":0.0003533524,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03572234,"about_ca_topic_score_gemma":0.06592335,"domain_scores_codex":[0.9970732,0.001755479,0.0002247952,0.0001652428,0.0002920558,0.0004892734],"domain_scores_gemma":[0.9978175,0.001757721,0.0001116667,0.00010458,0.00002249126,0.0001860555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000009561727,0.000004518408,0.01817812,0.00004415307,0.000132869,0.00006896209,0.8277671,0.006059369,0.0001294229,0.01437531,0.00008192717,0.1331487],"study_design_scores_gemma":[0.0003158979,0.0001052302,0.01161971,0.0004057594,0.0001265333,0.0001022693,0.7889423,0.001919009,0.00001073901,0.005138488,0.1910424,0.0002716873],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9327352,0.02887848,0.001255733,0.007968885,0.0007764962,0.0004148222,0.00000491869,0.00005067393,0.02791479],"genre_scores_gemma":[0.9949442,0.0001513136,0.0004798402,0.00009420995,0.0004350857,0.000008139489,0.000001015244,0.00002353416,0.003862652],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1909605,"threshold_uncertainty_score":0.9983122,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03373403911870231,"score_gpt":0.3327843126470998,"score_spread":0.2990502735283975,"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."}}