{"id":"W1980323583","doi":"10.55016/oea/ajer.v51i2.55122","title":"Through the Looking Glass:A Comparative Analysis of the CareerPatterns of Rural Female Administratorsin Saskatchewan and Texas","year":2005,"lang":"en","type":"article","venue":"Alberta Journal of Educational Research","topic":"Entrepreneurship Studies and Influences","field":"Business, Management and Accounting","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Mathematics education; Sociology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005305274,0.00008055406,0.0002359271,0.0001751137,0.0002205288,0.00007966795,0.0004267956,0.00002372965,0.0008557073],"category_scores_gemma":[0.0006564401,0.00004403915,0.0001403064,0.0009191554,0.0003807233,0.0004185945,0.0001474813,0.0002061509,0.000006867515],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002956354,"about_ca_system_score_gemma":0.0001901176,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005742288,"about_ca_topic_score_gemma":0.01816587,"domain_scores_codex":[0.9986977,0.00006435236,0.0004069515,0.00008211628,0.0005795518,0.0001693136],"domain_scores_gemma":[0.9957052,0.00292245,0.0004421369,0.0001585132,0.0007598953,0.00001179858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003521964,0.0001112093,0.9842836,0.00003077869,0.0004676243,5.479162e-8,0.004277967,0.00029854,0.0001351501,0.007749879,0.002425363,0.0001846245],"study_design_scores_gemma":[0.0002061853,0.00003817798,0.9501346,0.0001455527,0.000406068,0.00000331271,0.03778549,0.0001152673,0.0005885429,0.0004899773,0.01000891,0.00007794566],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.967422,0.0007715982,7.466068e-7,0.02150178,0.00008551669,0.00008251665,0.000002629789,1.847233e-7,0.01013303],"genre_scores_gemma":[0.9983798,0.00004426773,0.00001739596,0.0002790391,0.0004415183,0.000002158793,0.00000212348,0.000003415523,0.0008302875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03414902,"threshold_uncertainty_score":0.99975,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07187602682483113,"score_gpt":0.3726759145326917,"score_spread":0.3007998877078605,"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."}}