{"id":"W4364382466","doi":"10.18280/ijsdp.180301","title":"A Panel Analysis of the Effectiveness of the Asset Management in Indian Agricultural Companies","year":2023,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Working Capital and Financial Performance","field":"Business, Management and Accounting","cited_by":39,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agriculture; Asset management; Business; Asset (computer security); Panel data; Environmental resource management; Agricultural economics; Natural resource economics; Environmental planning; Finance; Economics; Environmental science; Computer science; Geography; Econometrics; Computer security","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":[0.0007663851,0.00006989607,0.0001647754,0.000567928,0.00007734775,0.00005144082,0.0003077716,0.00002179949,0.000002889213],"category_scores_gemma":[0.0000570665,0.00003908955,0.00007238535,0.001355368,0.00003316899,0.0002899384,0.000253756,0.00009379839,5.775225e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004714694,"about_ca_system_score_gemma":0.00002572159,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00005267443,"about_ca_topic_score_gemma":0.00001122595,"domain_scores_codex":[0.9991801,0.00001632799,0.0003031814,0.00006205019,0.0003197749,0.0001185352],"domain_scores_gemma":[0.9992586,0.0000639542,0.0003579279,0.00004209225,0.0002731101,0.000004337215],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001458145,0.00003833155,0.9720754,0.0003097689,0.0006768375,0.0001393574,0.002139085,0.01111226,0.00006847511,0.01169003,0.0001530705,0.001451584],"study_design_scores_gemma":[0.0002669154,0.000002563579,0.9872589,0.0003474621,0.00005917515,0.00000237067,0.009910827,0.000221341,0.0001267015,0.0005088123,0.001241864,0.00005310991],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982674,0.00005219164,0.00001324295,0.0001201839,0.0002953575,0.00009021701,8.365867e-7,0.000003279927,0.001157263],"genre_scores_gemma":[0.9997092,0.000007846264,0.00002616933,0.00003330704,0.0000642911,0.000002826561,0.00000664345,0.000002683583,0.0001470656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01518348,"threshold_uncertainty_score":0.1594026,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01348329960458269,"score_gpt":0.2235592137175046,"score_spread":0.210075914112922,"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."}}