{"id":"W7160364892","doi":"","title":"D1.2: Drivers and barriers of the Data Economy for Food Systems : Pathways towards a fair, inclusive and innovative Data Economy for Sustainable Food Systems","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":"Food systems; Sustainability; Sustainable development; Information economy; Data system; Digital economy; Information system","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":[0.006100675,0.001203782,0.0006426726,0.002604818,0.001983981,0.01108207,0.002464291,0.00631432,0.1487101],"category_scores_gemma":[0.01656277,0.0005708647,0.001294833,0.004223051,0.002099485,0.005200504,0.004442241,0.003821523,0.02435496],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00814324,"about_ca_system_score_gemma":0.02317891,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06998467,"about_ca_topic_score_gemma":0.06278281,"domain_scores_codex":[0.9965498,0.00132505,0.0001408927,0.0002659184,0.001334407,0.0003837754],"domain_scores_gemma":[0.991953,0.002818365,0.0004217114,0.0007647926,0.003167514,0.0008746337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005272151,0.00007004148,0.0007686026,0.0005564405,0.0000194647,0.00007826684,0.0002602064,0.002979532,0.0002464426,0.4955756,0.4698145,0.02957799],"study_design_scores_gemma":[0.00003402678,0.00002153505,0.001244101,0.0007759885,0.00001941259,0.00007943231,0.0004090627,0.004653661,0.0007655128,0.1169473,0.8750064,0.00004353669],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002170547,0.0032057,0.03010171,0.05396898,0.001475693,0.0005023992,0.02851941,0.001395872,0.8786597],"genre_scores_gemma":[0.1194433,0.01339852,0.09006093,0.02849868,0.001259648,0.003331473,0.04079827,0.004754852,0.6984543],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1487101,"threshold_uncertainty_score":0.4974849,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03347053701830217,"score_gpt":0.2459760965968914,"score_spread":0.2125055595785892,"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."}}