{"id":"W1549721393","doi":"10.56105/cjsae.v22i2.970","title":"Websites as civic tools for advocacy: An examination of two Canadian adult literacy sites","year":2010,"lang":"en","type":"article","venue":"Canadian Journal for the Study of Adult Education","topic":"Literacy, Media, and Education","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Adult literacy; Literacy; Adult education; Sociology; Political science; Gender studies; Media studies; Pedagogy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003357097,0.0004877722,0.0005957158,0.007167829,0.0227743,0.009151501,0.002140799,0.001364125,0.0060736],"category_scores_gemma":[0.01226379,0.0006362643,0.0003464806,0.01290482,0.006566485,0.003267299,0.005139765,0.001630092,0.0005900863],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04223503,"about_ca_system_score_gemma":0.07012838,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9775374,"about_ca_topic_score_gemma":0.9915429,"domain_scores_codex":[0.9951598,0.0008913788,0.0001422559,0.000385517,0.001871095,0.001549942],"domain_scores_gemma":[0.9880388,0.004034886,0.001331637,0.0005708137,0.003485172,0.002538612],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007849257,0.000165439,0.08751118,0.000272619,0.00001305897,0.001501974,0.8532577,0.00006960233,0.0005845538,0.007224461,0.003963487,0.04535749],"study_design_scores_gemma":[0.00001024828,0.00004243851,0.1192473,0.0002401565,0.00001872367,0.0002246595,0.8099847,0.0002353682,0.0002159907,0.0003277039,0.0694027,0.00004998557],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9446884,0.0005884772,0.0003889226,0.001672856,0.00003101437,0.0002811799,0.00049972,0.00003538472,0.05181415],"genre_scores_gemma":[0.9845455,0.0009192054,0.0008668243,0.0003609669,0.00001013674,0.0001250161,0.0003886654,0.00004346377,0.01274031],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04223503,"threshold_uncertainty_score":0.306438,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02601925437840337,"score_gpt":0.3039585586425772,"score_spread":0.2779393042641738,"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."}}