{"id":"W4403681777","doi":"10.1680/jenes.24.00026","title":"Pattern design for capacity building of promoters in climate-smart agriculture environment","year":2024,"lang":"en","type":"article","venue":"Journal of Environmental Engineering and Science","topic":"Agricultural Innovations and Practices","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agriculture; Promoter; Environmental science; Natural resource economics; Environmental resource management; Business; Agroforestry; Ecology; Biology; 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":[0.003624424,0.0004811411,0.0004064772,0.0009565632,0.0007053444,0.001642082,0.001113156,0.0007133764,0.01163518],"category_scores_gemma":[0.01243732,0.0003626307,0.0005276617,0.0008447949,0.0009556376,0.00209652,0.001980114,0.0005146426,0.001074711],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001840458,"about_ca_system_score_gemma":0.002747062,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002516651,"about_ca_topic_score_gemma":0.003957546,"domain_scores_codex":[0.9971458,0.001600315,0.000126882,0.0004758098,0.0003206384,0.0003305963],"domain_scores_gemma":[0.9952655,0.002427842,0.0005775256,0.0006402655,0.0007176914,0.0003711928],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001313874,0.002430642,0.1704466,0.001254143,0.0003084308,0.0006825721,0.01023695,0.2342695,0.01714553,0.1692449,0.004979602,0.3876872],"study_design_scores_gemma":[0.0004175803,0.002960651,0.05109775,0.0002998059,0.00027219,0.0004327704,0.01861677,0.7322417,0.01486996,0.1337835,0.04490287,0.0001044673],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6174778,0.0001042481,0.3384328,0.001000177,0.000066815,0.001613868,0.0003767289,0.0005447707,0.04038274],"genre_scores_gemma":[0.9384245,0.00004483541,0.05758433,0.00004098921,0.000005169368,0.0007971169,0.000125807,0.00002419206,0.002953125],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01163518,"threshold_uncertainty_score":0.03892356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02049518327582524,"score_gpt":0.2042342782432793,"score_spread":0.1837390949674541,"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."}}