{"id":"W4223611556","doi":"10.1177/14779714221087277","title":"Transforming lives through a literacy program: An exploration of adult learners’ experiences","year":2022,"lang":"en","type":"article","venue":"Journal of Adult and Continuing Education","topic":"Reflective Practices in Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Psychology; Friendship; Literacy; Adult education; Quarter (Canadian coin); Pedagogy; Psychological intervention; Adult literacy; Educational attainment; Adult Learning; Medical education; Mathematics education; Social psychology; Medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.003807012,0.0004846005,0.0005991132,0.0008532644,0.006941642,0.003709147,0.00110739,0.001823036,0.00206075],"category_scores_gemma":[0.00697453,0.0003708793,0.0003972618,0.0006558642,0.00566044,0.003955332,0.006034958,0.003181681,0.0002591345],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001470519,"about_ca_system_score_gemma":0.001409712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001948156,"about_ca_topic_score_gemma":0.005026515,"domain_scores_codex":[0.9968315,0.002156684,0.0001012274,0.000172235,0.0002573645,0.0004809499],"domain_scores_gemma":[0.9967248,0.001856713,0.0002599106,0.0000914707,0.0002061664,0.0008610526],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00002851214,0.0001247094,0.004109946,0.00005811647,0.000004354962,0.001077006,0.9865697,0.00002812793,0.0005036216,0.0005179183,0.0004100673,0.006567854],"study_design_scores_gemma":[0.000006012389,0.0002282052,0.005309937,0.000105307,0.00001086512,0.001474564,0.9801012,0.0001008624,0.0004785611,0.0002924961,0.01187335,0.00001875157],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938305,0.0003906032,0.0007624501,0.0008721282,0.00003068267,0.00004800966,0.00002700162,0.0000235718,0.004014965],"genre_scores_gemma":[0.9968148,0.0004536406,0.0005618797,0.0002708925,0.00001709196,0.00004439676,0.00002408949,0.00001836053,0.0017949],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006941642,"threshold_uncertainty_score":0.02013361,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0318296441515456,"score_gpt":0.4063465765067723,"score_spread":0.3745169323552267,"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."}}