{"id":"W3194929768","doi":"10.1080/09540253.2021.1963419","title":"Gender equality as a resource and a dilemma: interpretative repertoires in engineering education in Sweden","year":2021,"lang":"en","type":"article","venue":"Gender and Education","topic":"Career Development and Diversity","field":"Social Sciences","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Vetenskapsrådet","keywords":"Dilemma; Negotiation; Sociology; Internship; Resource (disambiguation); Gender studies; Discourse analysis; Power (physics); Gender equality; Pedagogy; Social science; Political science; Epistemology; Linguistics; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003333008,0.0000551446,0.00007141375,0.00009785717,0.00009144778,0.00006755101,0.00003733515,0.00004829494,0.00004378158],"category_scores_gemma":[0.0002094165,0.00006374592,0.00001159885,0.0002004682,0.00003027921,0.0001878593,0.00004129722,0.00006865106,0.00000235484],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001539963,"about_ca_system_score_gemma":0.00116457,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003612495,"about_ca_topic_score_gemma":0.001637588,"domain_scores_codex":[0.999384,0.0000951034,0.0001017969,0.0001888353,0.0001092264,0.0001210635],"domain_scores_gemma":[0.9997489,0.00005366452,0.00002271338,0.00005706197,0.00005661545,0.0000609792],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"observational","study_design_scores_codex":[0.00001804922,0.0001499077,0.4672171,0.00008293871,0.00001095897,0.000001974703,0.4859972,0.00000497884,0.0001454991,0.01327272,0.001851968,0.03124665],"study_design_scores_gemma":[0.0001440616,0.000003893661,0.7903996,0.00004673371,0.000006858993,0.000003142583,0.1944349,0.00002393731,0.00006981664,0.004452712,0.01028475,0.0001296448],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701999,0.0009629517,0.00003982866,0.0005412094,0.0001946895,0.00009900319,6.713256e-7,0.00001167844,0.0279501],"genre_scores_gemma":[0.9983264,0.0001098612,0.0002784505,0.0002937882,0.00006115705,0.00001282249,0.00001616011,0.000002750114,0.0008985818],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3231825,"threshold_uncertainty_score":0.5461037,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04121806386563522,"score_gpt":0.3257344028209818,"score_spread":0.2845163389553466,"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."}}