{"id":"W2098114901","doi":"10.29173/cjs1126","title":"“I really didn’t have any problems with the male-female thing until …”: Successful Women’s Experiences in IT Organizations","year":2008,"lang":"en","type":"article","venue":"The Canadian Journal of Sociology","topic":"Gender and Technology in Education","field":"Social Sciences","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Toronto","funders":"","keywords":"Face (sociological concept); Gender studies; Sociology; Field (mathematics); Perception; Feminism; Public relations; Psychology; Social science; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":["sts"],"category_scores_codex":[0.001136803,0.00007756791,0.0001421362,0.0001410982,0.001806633,0.00003523786,0.0006469307,0.0001475975,0.0004670836],"category_scores_gemma":[0.0002824089,0.00004559072,0.00002223192,0.0003458103,0.00273656,0.0001517494,0.00001168988,0.0004341809,0.000006656304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004645296,"about_ca_system_score_gemma":0.004024611,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03371954,"about_ca_topic_score_gemma":0.5712201,"domain_scores_codex":[0.9988055,0.0003165943,0.0002135061,0.00009710996,0.0001481402,0.000419117],"domain_scores_gemma":[0.99911,0.0001544999,0.0002054848,0.0001319458,0.0002484733,0.0001495923],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000002067258,0.0000079106,0.2238144,0.000001078527,0.000015878,0.00001936482,0.771159,0.00008619013,0.00000474782,0.003341962,0.001498854,0.00004855099],"study_design_scores_gemma":[0.0001399676,0.00008204501,0.05122984,0.00001123642,0.000008822204,0.0001990397,0.9361232,0.000002202139,0.00001024009,0.005193487,0.006920991,0.00007894362],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9331761,0.0002490079,0.00003555827,0.06157219,0.0002317411,0.0001194731,0.000001113262,0.000006730654,0.004608073],"genre_scores_gemma":[0.9979132,0.00009264082,0.00004441743,0.001000045,0.0001592898,0.00003534818,6.881975e-7,0.000007234349,0.0007470734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5375006,"threshold_uncertainty_score":0.9999774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0244638244124069,"score_gpt":0.2660972144571735,"score_spread":0.2416333900447666,"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."}}