{"id":"W2107060902","doi":"10.1177/0741713612471419","title":"Adult Health Learning and Transformation","year":2013,"lang":"en","type":"article","venue":"Adult Education Quarterly","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University","funders":"","keywords":"Transformative learning; Adult education; Adult Learning; Facilitation; Informal learning; Psychology; Collaborative learning; Learning community; Informal education; Community education; Pedagogy; Professional learning community; Sociology; Experiential learning; Higher education; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.004031917,0.0003706333,0.000239986,0.0006520905,0.01582576,0.005632906,0.001308333,0.002091578,0.009106599],"category_scores_gemma":[0.004434159,0.0001367853,0.0003975474,0.0006791063,0.02411811,0.002870462,0.01114359,0.00323909,0.0005863433],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0108435,"about_ca_system_score_gemma":0.01698245,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1086996,"about_ca_topic_score_gemma":0.1283101,"domain_scores_codex":[0.9945938,0.002813176,0.00007410234,0.0003582759,0.0005416841,0.00161898],"domain_scores_gemma":[0.9972253,0.0007870518,0.0001864043,0.000195664,0.0002571508,0.001348501],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005538929,0.0003786223,0.008126014,0.0001636921,0.00001231282,0.003390194,0.6616151,0.0003735261,0.0005717841,0.2134702,0.02193869,0.08990451],"study_design_scores_gemma":[0.00003451394,0.0001639575,0.007298397,0.0002797153,0.000009808884,0.001538679,0.5359591,0.0002757043,0.0003985162,0.030655,0.4233598,0.00002677747],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3432357,0.002117375,0.008435925,0.05656616,0.0006793492,0.0004391737,0.0001011863,0.0001437589,0.5882815],"genre_scores_gemma":[0.9655612,0.0005530731,0.001547088,0.002603649,0.00008477988,0.00007319706,0.00003641861,0.00002372871,0.02951683],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1086996,"threshold_uncertainty_score":0.2161338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005542838718445553,"score_gpt":0.303207885837971,"score_spread":0.2976650471195255,"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."}}