{"id":"W1542390222","doi":"10.37119/ojs2015.v21i1.201","title":"Learning to Be: Emerging Discourse in Awakening Transformation in Education","year":2015,"lang":"en","type":"article","venue":"in education","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Disconnection; Transformative learning; Action (physics); Accountability; Sociology; Epistemology; Economic Justice; Social transformation; Psychology; Pedagogy; Environmental ethics; Political science; Social change; Law; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009822287,0.00006978452,0.00008801473,0.0004477265,0.00007508124,0.00006182885,0.0001169437,0.00006788497,0.00002349765],"category_scores_gemma":[0.0005832263,0.00008516679,0.00001494184,0.0008878235,0.00002361054,0.0005819247,0.000006962598,0.000179158,0.00002129985],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006540245,"about_ca_system_score_gemma":0.00182235,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.0126793,"about_ca_topic_score_gemma":0.03671983,"domain_scores_codex":[0.9989644,0.0001900998,0.0002730697,0.0001553964,0.0002065738,0.0002105119],"domain_scores_gemma":[0.9996142,0.00003882042,0.00006786825,0.00008043513,0.000101307,0.00009740829],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000005580685,0.00019798,0.130695,0.000006213926,4.290238e-7,8.448638e-8,0.5745663,0.0004880526,0.00001713579,0.005409587,0.0005847999,0.2880288],"study_design_scores_gemma":[0.000204052,0.00001786392,0.08983327,0.0001563217,0.000002365128,3.263003e-7,0.8124511,0.0002002255,0.00002999526,0.0025053,0.09444246,0.0001566753],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9604308,0.0001233888,0.00007913823,0.01975759,0.001554912,0.0003110118,1.652904e-7,0.00002432219,0.01771867],"genre_scores_gemma":[0.9968164,0.00003670472,0.0004720003,0.0002977875,0.0003192039,0.0001419531,0.00002232574,0.000007581491,0.001886047],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2878721,"threshold_uncertainty_score":0.9938954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02550167487395677,"score_gpt":0.3847119944974373,"score_spread":0.3592103196234805,"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."}}