{"id":"W2023910968","doi":"10.1016/j.ijedudev.2012.06.004","title":"Learning about sustainability and gender through Farmer Field Schools in the Taita Hills, Kenya","year":2012,"lang":"en","type":"article","venue":"International Journal of Educational Development","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"King's University College; University of Manitoba","funders":"","keywords":"Transformative learning; Sustainability; Meaning (existential); Perspective (graphical); Participatory action research; Agriculture; Sociology; Citizen journalism; Field (mathematics); Economic growth; Socioeconomics; Geography; Political science; Psychology; Pedagogy; Ecology; Economics; Anthropology; Law","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.00134288,0.00006721044,0.00007736796,0.00008914458,0.0001824091,0.0001021337,0.0003240192,0.00004590023,0.0003267264],"category_scores_gemma":[0.002024893,0.00005245155,0.00003478168,0.0001082465,0.00005315892,0.0004675759,0.00002970759,0.000263996,0.00000826785],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003663444,"about_ca_system_score_gemma":0.001292961,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002241738,"about_ca_topic_score_gemma":0.00007695089,"domain_scores_codex":[0.9986798,0.0001655742,0.0003335723,0.00007548551,0.0005686248,0.0001769683],"domain_scores_gemma":[0.9984914,0.0004770052,0.000201508,0.00004588456,0.0007180866,0.00006613044],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001335273,0.0002176152,0.7720866,0.000005297927,0.00004143102,7.813338e-7,0.1443282,0.0000093646,0.000002280388,0.0615266,0.004275519,0.017493],"study_design_scores_gemma":[0.0001269865,0.000008101359,0.6398363,0.00002036741,0.00000455395,0.00001181213,0.03765139,6.824634e-7,0.0000128736,0.012018,0.3102413,0.00006760118],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9190794,0.0007140232,0.0002773345,0.07078119,0.001760753,0.0001102831,4.959533e-7,0.000003145439,0.007273325],"genre_scores_gemma":[0.994284,0.0001387047,0.001986421,0.001061016,0.001137607,0.00001200178,0.000004620051,0.000003519501,0.00137206],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3059658,"threshold_uncertainty_score":0.3577425,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02462234932687395,"score_gpt":0.3715645064494192,"score_spread":0.3469421571225453,"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."}}