{"id":"W4409583381","doi":"10.61091/jcmcc127a-014","title":"Evaluation of Sustainable Agricultural Development and Policy Optimisation Based on Multilevel Factor Analysis Approach","year":2025,"lang":"en","type":"article","venue":"Journal of Combinatorial Mathematics and Combinatorial Computing","topic":"Regional Development and Environment","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainable development; Factor (programming language); Agriculture; Computer science; Environmental economics; Operations research; Engineering; Political science; Economics; Geography","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":[0.006211834,0.0008359935,0.001155407,0.005082631,0.0007035509,0.002575934,0.0005297634,0.0005628139,0.002454466],"category_scores_gemma":[0.01203951,0.000238426,0.001887524,0.004315198,0.0005824918,0.001891681,0.001374707,0.0007435441,0.0001343881],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00389733,"about_ca_system_score_gemma":0.004506929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01352661,"about_ca_topic_score_gemma":0.01155552,"domain_scores_codex":[0.9933009,0.004391294,0.0003551731,0.0004783,0.0009586671,0.0005156285],"domain_scores_gemma":[0.9953093,0.002793212,0.0004839763,0.0001645096,0.001080873,0.0001681524],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0004916847,0.0006410161,0.1532638,0.001370398,0.001972166,0.0003600939,0.001942718,0.5011377,0.003299696,0.05968839,0.003484474,0.2723479],"study_design_scores_gemma":[0.00005604251,0.0005181402,0.03244404,0.0001440608,0.0003190838,0.00003368647,0.002480345,0.9383978,0.001259878,0.02224949,0.002028936,0.00006843271],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5445159,0.0008633208,0.4352332,0.001263423,0.00007243436,0.001054459,0.001178438,0.0002405731,0.01557822],"genre_scores_gemma":[0.926333,0.0003009478,0.07204861,0.00003302626,0.00001176276,0.0003958858,0.0003544832,0.00001230726,0.0005100032],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01352661,"threshold_uncertainty_score":0.0328517,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03021655062298145,"score_gpt":0.29847465421549,"score_spread":0.2682581035925085,"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."}}