{"id":"W4407312484","doi":"10.5539/jas.v17n3p14","title":"Knowledge, Attitude and Practices of Smallholder Farmers on Conservation Agriculture in Rwanda","year":2025,"lang":"en","type":"article","venue":"Journal of Agricultural Science","topic":"Transboundary Water Resource Management","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agriculture; Conservation agriculture; Agroforestry; Business; Agricultural science; Agricultural economics; Geography; Environmental science; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006737595,0.0001588086,0.0001676564,0.0004433634,0.0006198215,0.0005157999,0.0001455744,0.0002879238,0.001984353],"category_scores_gemma":[0.00157625,0.0001460994,0.0001378083,0.0003693369,0.0005511491,0.0004861463,0.0003414609,0.0002829767,0.0002082604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004122297,"about_ca_system_score_gemma":0.0005496169,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009434395,"about_ca_topic_score_gemma":0.01549372,"domain_scores_codex":[0.9996836,0.0001304683,0.00001837804,0.0000323583,0.00004642982,0.00008875103],"domain_scores_gemma":[0.9990928,0.0003347098,0.000319885,0.00002329992,0.00008453755,0.0001447065],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008825805,0.0004518969,0.8995513,0.0001626388,0.00002660072,0.001467804,0.06367131,0.0001532536,0.004678965,0.0002430702,0.0005803495,0.02892457],"study_design_scores_gemma":[0.000006699189,0.0007118771,0.9284983,0.0001312861,0.00002438174,0.0005223778,0.0673983,0.0001995496,0.0003941701,0.0001013952,0.001994938,0.00001671785],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994611,0.00005257129,0.00001400815,0.00007917757,0.000001383867,0.000004962421,0.00001047103,4.661739e-7,0.0003759142],"genre_scores_gemma":[0.9994223,0.0001447015,0.00003080059,0.00002434007,0.00000171565,0.000006237768,0.000008606929,2.057617e-7,0.0003610572],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009434395,"threshold_uncertainty_score":0.01875895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02594674368161254,"score_gpt":0.3302014697245532,"score_spread":0.3042547260429406,"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."}}