{"id":"W7130490161","doi":"","title":"Transitioning to Decoupled Agriculture Support Measures in Iceland: Design Recommendations","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":"Agriculture; Work (physics); Measure (data warehouse); Production (economics); 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001110018,0.0008291668,0.0009898491,0.0007475048,0.0003123734,0.0001615778,0.0004686506,0.0008987496,0.001445054],"category_scores_gemma":[0.00002328551,0.0008360353,0.0002674272,0.0003547561,0.00004829436,0.0001726989,0.0001097737,0.000727145,0.002528363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002222016,"about_ca_system_score_gemma":0.0001366937,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002843753,"about_ca_topic_score_gemma":0.0001670347,"domain_scores_codex":[0.9956217,0.0006003621,0.001030191,0.001129833,0.0008168439,0.0008011101],"domain_scores_gemma":[0.9987714,0.0000728729,0.0003480273,0.0005333346,0.00001477721,0.0002596204],"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":[0.00006973173,0.0003828041,0.002259241,0.0002685549,0.0005557658,0.00005434886,0.003173777,0.6047912,0.005461354,0.00005848919,0.3823291,0.0005956246],"study_design_scores_gemma":[0.01116591,0.0004955136,0.0001955522,0.02069978,0.002153615,0.0001541641,0.25739,0.2013085,0.00006745342,0.0003926622,0.4952452,0.01073164],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.002480756,0.006870813,0.8310701,0.0007052052,0.002410194,0.0105968,0.005289814,0.001644415,0.1389319],"genre_scores_gemma":[0.6429918,0.0007642936,0.007423142,0.0003028564,0.0009228177,0.002070149,0.004529551,0.002327184,0.3386682],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.823647,"threshold_uncertainty_score":0.9994678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0273816048440859,"score_gpt":0.2523473475557478,"score_spread":0.2249657427116619,"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."}}