{"id":"W7110628270","doi":"","title":"Do multispecies swards increase resilience of Dutch dairy farms?","year":2025,"lang":"en","type":"other","venue":"Socio-Environmental Systems Modeling","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute on Governance","funders":"","keywords":"Resilience (materials science); Vulnerability (computing); Dairy farming; Psychological resilience; Food security","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006663355,0.0002316354,0.0002780813,0.000389573,0.0002804683,0.001240324,0.0006653357,0.0007048888,0.0180565],"category_scores_gemma":[0.003089599,0.0001891373,0.0005209774,0.0006057131,0.0003268418,0.001195551,0.000726841,0.0003295694,0.000697109],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001563128,"about_ca_system_score_gemma":0.001406024,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1489557,"about_ca_topic_score_gemma":0.2255017,"domain_scores_codex":[0.9997918,0.00009005975,0.000005744833,0.00003646173,0.00001796114,0.00005800085],"domain_scores_gemma":[0.9994679,0.0002512635,0.00008958009,0.00003847255,0.00007140735,0.00008143845],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0005034584,0.0002471589,0.1203124,0.0004798576,0.0006347714,0.0004792758,0.0007415224,0.6385252,0.0018882,0.08046718,0.0425779,0.1131431],"study_design_scores_gemma":[0.000100457,0.0001084714,0.09026982,0.0003446646,0.0002543022,0.00006780121,0.002430809,0.7990621,0.0007775528,0.07272643,0.03379422,0.00006320425],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.8473744,0.001907355,0.02235099,0.008199478,0.000261232,0.00005641726,0.01084451,0.0001956338,0.1088099],"genre_scores_gemma":[0.9813369,0.0007533701,0.002664867,0.0002027614,0.00002490681,0.0000425043,0.001085167,0.0001265309,0.01376301],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.1489557,"threshold_uncertainty_score":0.2961774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01409723708319347,"score_gpt":0.2471283078209675,"score_spread":0.2330310707377741,"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."}}