{"id":"W4413765034","doi":"10.56407/bs.agrarian/2.2025.62","title":"Conceptual models of state support for agriculture: From direct producer support to financing general agricultural services","year":2025,"lang":"en","type":"article","venue":"UKRAINIAN BLACK SEA REGION AGRARIAN SCIENCE","topic":"Agricultural Development and Policies","field":"Agricultural and Biological Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Agriculture; State (computer science); Business; Finance; Agricultural economics; Economics; Computer science; Geography","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":[0.001481255,0.0005943647,0.0001982159,0.002192873,0.001213198,0.00615822,0.001203496,0.001359483,0.006302844],"category_scores_gemma":[0.001993429,0.0002486764,0.0004619723,0.001965655,0.003887029,0.004981877,0.002022284,0.001204261,0.0005222734],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008064379,"about_ca_system_score_gemma":0.005673614,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006833152,"about_ca_topic_score_gemma":0.00633419,"domain_scores_codex":[0.99873,0.0005487108,0.00006085158,0.0001652935,0.0002606211,0.0002345061],"domain_scores_gemma":[0.9988126,0.0002898363,0.0002383257,0.00007801179,0.0002981152,0.0002831489],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001389507,0.00003071569,0.001466906,0.0000444917,0.000008277437,0.0001044905,0.001132533,0.004931061,0.0001121385,0.9866654,0.000710548,0.004779752],"study_design_scores_gemma":[0.00007708645,0.0002901938,0.01167871,0.0006040985,0.00005883575,0.0006071095,0.01265829,0.03756145,0.0004886485,0.7960463,0.1398689,0.00006028283],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2774732,0.002387749,0.1501619,0.02054222,0.0002097516,0.0004625073,0.0009235637,0.0001463977,0.5476926],"genre_scores_gemma":[0.9819692,0.0007656533,0.009549095,0.000200728,0.00003858803,0.0002134472,0.0001548958,0.00001086859,0.007097429],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.008064379,"threshold_uncertainty_score":0.05851138,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02450735886118728,"score_gpt":0.237070385295534,"score_spread":0.2125630264343467,"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."}}