{"id":"W4411375204","doi":"10.18280/ijsdp.200527","title":"Development of Agriculture Under the Influence of ESG Principles: Opportunities for Sustainable Soil Management","year":2025,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"International Environmental Law and Policies","field":"Environmental Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainable development; Agriculture; Environmental planning; Business; Environmental resource management; Sustainable agriculture; Environmental science; Natural resource economics; Agricultural engineering; Engineering; Geography; Economics; 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":[],"consensus_categories":[],"category_scores_codex":[0.0005293341,0.0001231018,0.0001566165,0.0001613061,0.0001830182,0.00004326707,0.0004207578,0.00004075582,0.00002442762],"category_scores_gemma":[0.00003383049,0.00008608162,0.00004762258,0.0001020367,0.0001189306,0.0003037784,0.0003532525,0.00008428291,5.38097e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003032514,"about_ca_system_score_gemma":0.0001257184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003470966,"about_ca_topic_score_gemma":0.000004994065,"domain_scores_codex":[0.9986538,0.00001786208,0.0005870308,0.000102349,0.0004313902,0.0002075278],"domain_scores_gemma":[0.9991753,0.00009721882,0.0004057744,0.00005748862,0.0002274783,0.00003670322],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007197816,0.0003597577,0.02079703,0.0007600386,0.001653376,0.0006284515,0.02786744,0.2824391,0.001354855,0.6494536,0.004932446,0.009034229],"study_design_scores_gemma":[0.0009594631,0.00004982034,0.1467112,0.0004203249,0.00005170432,0.00004007507,0.2211452,0.00008186837,0.0137518,0.002899624,0.6136641,0.0002247331],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9816116,0.0001234731,0.002282921,0.0004003442,0.00007478208,0.0001942342,0.000001582841,0.000003251851,0.01530782],"genre_scores_gemma":[0.9640258,0.00004270853,0.00451507,0.0002405632,0.00002217379,0.00002039842,0.000007728147,0.000005345206,0.0311202],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6465539,"threshold_uncertainty_score":0.3510307,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01810091679683847,"score_gpt":0.2466268034165206,"score_spread":0.2285258866196822,"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."}}