{"id":"W4220704278","doi":"10.5539/sar.v11n2p1","title":"The Interplay between Informal and Formal Bylaws in Supporting Sustainable Crop Intensification in the Uganda Potato Production System","year":2022,"lang":"en","type":"article","venue":"Sustainable Agriculture Research","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Focus group; Descriptive statistics; Sanctions; Business; Agricultural science; Quality (philosophy); Production (economics); Sustainability; Qualitative research; Marketing; Psychology; Political science; Sociology; Economics; Social science; Mathematics; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.01071458,0.0001735942,0.0001849584,0.00009143958,0.004055119,0.0008173359,0.0006626438,0.00009042613,0.00002775531],"category_scores_gemma":[0.0007931275,0.00004985167,0.00004609891,0.004124115,0.0001371632,0.001344887,0.0006935372,0.001315011,0.000003726389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004613163,"about_ca_system_score_gemma":0.00007232722,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004747169,"about_ca_topic_score_gemma":0.00114201,"domain_scores_codex":[0.9960636,0.0009774989,0.0005466656,0.0003757848,0.0007920008,0.001244375],"domain_scores_gemma":[0.9977505,0.0008701929,0.000220937,0.0001234577,0.0009736283,0.00006124955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.001313164,0.0008366276,0.2496701,0.001250255,0.000142408,0.0009067828,0.04602993,0.001244976,0.01566343,0.4240825,0.0995832,0.1592766],"study_design_scores_gemma":[0.0001061778,0.0002260636,0.2166681,0.00001338674,0.000004579683,0.00007970667,0.5606372,0.00004836946,0.00008983874,0.0003628295,0.2216373,0.0001265314],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9794894,0.0003581375,0.000001159364,0.01530241,0.00004829096,0.001558713,0.000006628691,0.00003386676,0.003201424],"genre_scores_gemma":[0.9925646,0.00005448097,0.000006131314,0.00005278128,0.0002456415,0.000620982,0.0001436594,0.000001583522,0.006310183],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5146073,"threshold_uncertainty_score":0.9972414,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03005502073132239,"score_gpt":0.3293131546315313,"score_spread":0.2992581339002089,"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."}}