{"id":"W4367625122","doi":"10.18332/popmed/165515","title":"How do young women perceive and shape the culture of postsecondary education in rural Canada?","year":2023,"lang":"en","type":"article","venue":"Population Medicine","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Postsecondary education; Sociology; Gender studies; Political science; Higher education; Law","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"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":[0.0005055691,0.00004513638,0.00009697284,0.00007811609,0.0001451149,0.00001777323,0.0000661708,0.00003459536,0.0001234177],"category_scores_gemma":[0.0002867091,0.00002993177,0.000006780329,0.0003919739,0.0000723649,0.00009555912,0.000007292959,0.00005921682,0.00000100939],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001591484,"about_ca_system_score_gemma":0.0005033825,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7774747,"about_ca_topic_score_gemma":0.5425818,"domain_scores_codex":[0.9993253,0.0001095946,0.0001427282,0.0000677572,0.0002333887,0.0001212687],"domain_scores_gemma":[0.999648,0.00005605635,0.00008817751,0.00007022455,0.00007513106,0.00006237901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002569692,0.000004897956,0.5403466,0.0000198857,0.000003492535,1.572506e-7,0.4211235,0.000001054832,0.00007067875,0.006306422,0.01611996,0.01600077],"study_design_scores_gemma":[0.00006392349,0.000006614973,0.6158642,0.00003926992,0.000001677178,6.04871e-7,0.3745194,0.00001131106,3.545627e-7,0.0004540864,0.009014828,0.00002372066],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.970461,0.0003575531,2.104383e-7,0.02497954,0.0005256906,0.0001684568,0.000004272401,0.00000935047,0.003493934],"genre_scores_gemma":[0.9942119,0.0001395791,0.000003361072,0.0003657422,0.0005482231,0.00001684297,0.00003562498,0.000003271582,0.004675428],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2348929,"threshold_uncertainty_score":0.4657649,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01581477929910233,"score_gpt":0.3342269315349415,"score_spread":0.3184121522358391,"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."}}