{"id":"W7118090276","doi":"10.55507/gopzfd.1709119","title":"Global barley production 2025–2035: Forecasting market shifts and policy implications for emerging producers","year":2025,"lang":"en","type":"article","venue":"Journal of Agricultural Faculty of Gaziosmanpasa University","topic":"Agricultural and Rural Development Research","field":"Agricultural and Biological Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Production (economics); Agriculture; Livestock; Position (finance); Consumption (sociology); Diversity (politics); Crop; Raw material","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001178433,0.0006009767,0.0002469269,0.0009908712,0.0001658842,0.001100346,0.0004174256,0.0008486612,0.001150969],"category_scores_gemma":[0.002366168,0.0001685524,0.0005383746,0.001620751,0.0001944572,0.001134533,0.0004412542,0.0006939946,0.0002749114],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001487179,"about_ca_system_score_gemma":0.0007113019,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03726968,"about_ca_topic_score_gemma":0.02306839,"domain_scores_codex":[0.9998465,0.00005284414,0.00001174541,0.00003662792,0.00002037214,0.00003183111],"domain_scores_gemma":[0.9993076,0.0002881102,0.0001678791,0.00002387858,0.0001387394,0.00007369991],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0007363294,0.00014649,0.3050153,0.0002825157,0.0002315768,0.001464338,0.0003523661,0.6280121,0.001987991,0.005846825,0.01404234,0.04188168],"study_design_scores_gemma":[0.00003454147,0.0001267624,0.1078757,0.0001002072,0.0000740373,0.00008719118,0.001619566,0.8801394,0.0008977372,0.003413186,0.005585128,0.00004653115],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9732775,0.001266267,0.005798196,0.00309287,0.0001282616,0.00004062985,0.01208184,0.0001604247,0.00415402],"genre_scores_gemma":[0.9922376,0.000661993,0.001993916,0.00006011134,0.00003222534,0.00002311433,0.004633044,0.000009953379,0.0003481475],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03726968,"threshold_uncertainty_score":0.0741055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0324848675261041,"score_gpt":0.2720344900433813,"score_spread":0.2395496225172772,"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."}}