{"id":"W2609509177","doi":"10.1017/s1742170517000199","title":"An emerging signature pedagogy for sustainable food systems education","year":2017,"lang":"en","type":"article","venue":"Renewable Agriculture and Food Systems","topic":"Agriculture, Land Use, Rural Development","field":"Agricultural and Biological Sciences","cited_by":106,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Food systems; Sustainability; Experiential learning; Food security; Collective action; Sociology; Action (physics); Pedagogy; Engineering ethics; Political science; Knowledge management; Public relations; Engineering; Geography; Computer science; Ecology","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":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.0003621589,0.0004440925,0.0005387452,0.00002722497,0.002117603,0.001566702,0.0006774872,0.0004701225,0.00000655172],"category_scores_gemma":[0.00006740923,0.0001525339,0.0001323249,0.0002020913,0.00004116483,0.0008935964,0.000118701,0.000177826,0.000003934723],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007964623,"about_ca_system_score_gemma":0.00006587222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003020202,"about_ca_topic_score_gemma":0.001775932,"domain_scores_codex":[0.9975469,0.0001118196,0.0004659529,0.0007503264,0.0003635473,0.0007615042],"domain_scores_gemma":[0.9982954,0.00007717549,0.0005068933,0.0002532455,0.0005137205,0.0003535936],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000450768,0.002685628,0.03774329,0.005180699,0.001768433,0.00004884405,0.004732802,0.004280131,0.2153579,0.2734773,0.4097554,0.04451877],"study_design_scores_gemma":[0.001120226,0.003886333,0.07292287,0.0006096326,0.0002333538,0.0002232208,0.06465241,0.0003668304,0.003833692,0.003598757,0.846468,0.002084723],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9763685,0.01388035,0.00006688286,0.0006094565,0.001473114,0.002756739,0.0001443793,0.0002231425,0.004477412],"genre_scores_gemma":[0.9867074,0.0002275171,0.00004638702,0.00006426138,0.002325984,0.0005484095,0.0005480717,0.000005181969,0.009526743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4367125,"threshold_uncertainty_score":0.9994698,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01963237997645727,"score_gpt":0.2586641213862586,"score_spread":0.2390317414098013,"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."}}