{"id":"W4414988113","doi":"10.1108/caer-09-2024-0316","title":"Impact of implementation of high-standard farmland construction policy on food production resilience: evidence from China","year":2025,"lang":"en","type":"article","venue":"China Agricultural Economic Review","topic":"Agricultural risk and resilience","field":"Agricultural and Biological Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute on Governance","funders":"China Scholarship Council; National Natural Science Foundation of China","keywords":"Safeguard; Production (economics); China; Food processing; Government (linguistics); Food security; Resilience (materials science); Agriculture; Quality (philosophy)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002282911,0.0002837027,0.0006497487,0.00003205463,0.0001696525,0.00003179314,0.0003634381,0.0000909427,0.0002735112],"category_scores_gemma":[0.0001399049,0.00008832065,0.0003457314,0.0005886894,0.0001417472,0.0004038797,0.00007557767,0.0001458904,0.00001235084],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003063818,"about_ca_system_score_gemma":0.00009734433,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008031706,"about_ca_topic_score_gemma":0.0008792403,"domain_scores_codex":[0.9981236,0.0001470872,0.0007787926,0.0005105475,0.0001890368,0.0002509707],"domain_scores_gemma":[0.998876,0.000112475,0.0006819219,0.0001378847,0.0001136287,0.00007812272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002528565,0.0001360441,0.1567642,0.0007408398,0.000329648,6.655421e-7,0.0002663156,0.0009698017,0.2012186,0.003392642,0.009249638,0.6266788],"study_design_scores_gemma":[0.000130285,0.0007679648,0.9744543,0.002065911,0.00006748919,0.000006989945,0.0001818908,0.000001525096,0.02140811,0.0005038063,0.000225212,0.0001864596],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857667,0.009689526,0.000001875517,0.002839685,0.0002777825,0.0008601497,0.0002646298,0.00003094437,0.0002686971],"genre_scores_gemma":[0.9611101,0.03829241,0.00006294073,0.00002178204,0.0002460614,0.00002930531,0.0001484696,8.957424e-7,0.00008806702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8176902,"threshold_uncertainty_score":0.9985739,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01254161539672835,"score_gpt":0.2984852125452152,"score_spread":0.2859435971484868,"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."}}