{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005269164,0.0001689969,0.0001974436,0.0005407149,0.001229623,0.0005771894,0.0003790442,0.00005112708,0.0006692741],"category_scores_gemma":[0.001258182,0.0001369228,0.0001012905,0.00009850146,0.0001351734,0.00119518,0.000003713369,0.0002170977,0.000009663613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001392495,"about_ca_system_score_gemma":0.004504168,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.409925,"about_ca_topic_score_gemma":0.9664827,"domain_scores_codex":[0.9987293,0.00007072141,0.0004908207,0.000188171,0.0001673614,0.0003536011],"domain_scores_gemma":[0.9951582,0.0004185862,0.0003615792,0.0003135156,0.00320066,0.0005474894],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002864125,0.0003198524,0.004378594,0.00007202913,0.00007152349,2.912294e-7,0.866967,0.000005348167,0.00006350159,0.01318777,0.005312026,0.1095934],"study_design_scores_gemma":[0.001375234,0.001414273,0.04825521,0.0001465517,0.0002609457,0.00002716747,0.8687466,0.0002975133,0.0004120674,0.008969493,0.06972129,0.0003736746],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899542,0.0001115712,0.00000883467,0.001408708,0.006148272,0.001270804,0.0001456434,0.000006677956,0.0009453331],"genre_scores_gemma":[0.9936661,0.000008928398,0.0002183023,0.0004447663,0.003154753,0.0001939074,0.0002487782,0.00003024833,0.00203419],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5565577,"threshold_uncertainty_score":0.9457394,"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."}}