{"id":"W2738630966","doi":"","title":"Women, adult education, and leadership in Canada by Clover, D. E., Butterwick, S., & Collins, L.","year":2017,"lang":"en","type":"article","venue":"Canadian Journal of Educational Administration and Policy","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of British Columbia","funders":"","keywords":"Sociology; Pedagogy; Political science; Gender studies","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000350253,0.00009248037,0.0001407595,0.0002175575,0.0007420274,0.0003509377,0.0002137079,0.00006225856,0.0002840688],"category_scores_gemma":[0.001270463,0.0001006286,0.00001716441,0.0001155421,0.0002364549,0.0003581906,0.000003870687,0.0001309779,0.000003215002],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001160227,"about_ca_system_score_gemma":0.130315,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9823676,"about_ca_topic_score_gemma":0.9966858,"domain_scores_codex":[0.998965,0.00009586346,0.0003478208,0.0001108702,0.0001752411,0.0003051673],"domain_scores_gemma":[0.9979551,0.0001230823,0.0003794434,0.0001224194,0.0003407411,0.001079198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000009077319,0.00005168445,0.5040108,0.00003486699,0.00001513746,0.000001732448,0.02691835,2.894806e-7,0.000007603641,0.2912512,0.1729283,0.00477097],"study_design_scores_gemma":[0.0002589052,0.00004176332,0.4067199,0.00008508239,0.0000049726,0.00005010903,0.0533618,6.511517e-7,0.00001029054,0.003651718,0.5356501,0.0001646716],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.738722,0.0008619463,3.684758e-7,0.2486708,0.0007504071,0.00009600533,0.00005346735,6.926782e-7,0.01084432],"genre_scores_gemma":[0.9838932,0.0002012433,0.00003099862,0.005279993,0.001391408,0.00001170182,0.000009265869,0.000006269913,0.009175939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3627218,"threshold_uncertainty_score":0.8746153,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06473727914318293,"score_gpt":0.3373517364304861,"score_spread":0.2726144572873032,"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."}}