{"id":"W4310222949","doi":"10.15402/esj.v8i2.70744","title":"Women and Allies in Action: College Students as 'Diversity Workers' in the Activism Classroom","year":2022,"lang":"en","type":"article","venue":"Engaged Scholar Journal Community-Engaged Research Teaching and Learning","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Diversity (politics); Feminist pedagogy; Action (physics); Consciousness raising; Consciousness; Pedagogy; Class (philosophy); Sociology; Action research; Gender studies; Critical consciousness; Political science; Feminism; Psychology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.007474614,0.0008706084,0.0008253727,0.001385524,0.02078401,0.01890389,0.002551869,0.004124346,0.005992165],"category_scores_gemma":[0.0104181,0.001001278,0.0004260762,0.0008541701,0.01671963,0.006561452,0.01308612,0.0100311,0.0009889752],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003804174,"about_ca_system_score_gemma":0.007835492,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01116814,"about_ca_topic_score_gemma":0.0235443,"domain_scores_codex":[0.9920279,0.004399671,0.0001404692,0.0006493978,0.0009438006,0.001838668],"domain_scores_gemma":[0.9911159,0.002913022,0.000925831,0.000439308,0.0005726029,0.004033345],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002179977,0.0003477472,0.005834413,0.00003160594,0.00000431531,0.0002764785,0.9806086,0.00001949526,0.0007276454,0.002135908,0.001163906,0.008827981],"study_design_scores_gemma":[0.00000529629,0.00006512303,0.001674151,0.00003932768,0.000003515086,0.0001087382,0.9856505,0.00004323719,0.0002158637,0.0004187841,0.01176585,0.000009711982],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9726778,0.0003963186,0.0006520905,0.00752838,0.0001719806,0.00008791803,0.00001745942,0.00003716291,0.01843091],"genre_scores_gemma":[0.9892507,0.0003229417,0.0002616464,0.001561007,0.00004406974,0.00006368809,0.00001341555,0.00003086288,0.008451805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02078401,"threshold_uncertainty_score":0.03953004,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1494321555982716,"score_gpt":0.4362727136808497,"score_spread":0.2868405580825782,"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."}}