{"id":"W2789923944","doi":"10.1080/14735903.2018.1440469","title":"Scaling and institutionalization within agricultural innovation systems: the case of cocoa farmer field schools in Cameroon","year":2018,"lang":"en","type":"article","venue":"International Journal of Agricultural Sustainability","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":29,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Consortium of International Agricultural Research Centers; Ministry of Agriculture - Saskatchewan","keywords":"Institutionalisation; Context (archaeology); General partnership; Business; Stakeholder; Process (computing); Agriculture; Field (mathematics); Knowledge management; Industrial organization; Process management; Public relations; Political science; Computer science; Finance","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.006473348,0.0003505429,0.0003003236,0.001873178,0.009665304,0.004613602,0.0008700709,0.001257556,0.004081273],"category_scores_gemma":[0.008552058,0.0003533594,0.0002151052,0.003079567,0.01064169,0.003442886,0.004314555,0.001574767,0.0001503995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01458546,"about_ca_system_score_gemma":0.008950999,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05636811,"about_ca_topic_score_gemma":0.08847285,"domain_scores_codex":[0.9948723,0.003410633,0.0001129351,0.0002650291,0.0001780416,0.001161132],"domain_scores_gemma":[0.9877527,0.009117062,0.001189323,0.0003494768,0.0005465651,0.001044914],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001928353,0.0002742635,0.06380267,0.0004797915,0.00001529465,0.01806485,0.8268718,0.002099555,0.002395083,0.05233623,0.001395087,0.03207258],"study_design_scores_gemma":[0.00002150871,0.0001187666,0.04555499,0.00039117,0.00001677968,0.0008487286,0.9249429,0.001732562,0.000752448,0.004208937,0.02137305,0.00003818497],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9909664,0.0002625262,0.00100571,0.001476338,0.00001124553,0.0001109777,0.00003292328,0.00000418077,0.006129795],"genre_scores_gemma":[0.9986212,0.0001510962,0.0004401744,0.0000752203,0.000002641323,0.00003182211,0.00001101308,0.000002105648,0.0006647443],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05636811,"threshold_uncertainty_score":0.11208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01737788520171036,"score_gpt":0.2914912911636588,"score_spread":0.2741134059619485,"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."}}