{"id":"W2810760783","doi":"10.56105/cjsae.v30i1.5397","title":"Volunteer Tutors: Agents of Change or Reproduction? An Examination of Consciousness, Ideology and Praxis","year":2018,"lang":"en","type":"article","venue":"Canadian Journal for the Study of Adult Education","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Volunteer; Ideology; Praxis; Literacy; Adult education; Social consciousness; Volunteer work; Christian ministry; Pedagogy; Critical consciousness; Psychology; Sociology; Political science; Public relations; Law","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":[0.006363782,0.000333432,0.000453744,0.001560692,0.008987594,0.006926853,0.0009447482,0.001472525,0.001312873],"category_scores_gemma":[0.01225147,0.000224017,0.0001676153,0.0009760402,0.01956143,0.004318133,0.005515035,0.002342505,0.0001213979],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00972893,"about_ca_system_score_gemma":0.01061919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04131689,"about_ca_topic_score_gemma":0.06934778,"domain_scores_codex":[0.9948549,0.003323758,0.0001320603,0.0002436942,0.000780436,0.0006649633],"domain_scores_gemma":[0.99393,0.003290207,0.0008593956,0.0002436963,0.0006650605,0.001011648],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0000146043,0.00001916727,0.004498289,0.00003099918,0.000001586394,0.0002954533,0.9850685,0.00001381093,0.0002458017,0.004752573,0.0006721591,0.004387097],"study_design_scores_gemma":[0.000006353042,0.00004284254,0.004814265,0.00007843048,0.000005242547,0.0002775484,0.9708807,0.0001661628,0.0002265011,0.001646986,0.02184156,0.00001339665],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9735224,0.001428836,0.001309345,0.005554922,0.00008314192,0.00006630183,0.0000183792,0.00002209445,0.01799461],"genre_scores_gemma":[0.9968207,0.0004565154,0.0003113453,0.0002793115,0.0000181741,0.0000161005,0.000007840577,0.000007460299,0.002082504],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04131689,"threshold_uncertainty_score":0.08215278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06108292291902683,"score_gpt":0.3672215346902812,"score_spread":0.3061386117712544,"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."}}