{"id":"W1603983135","doi":"10.22004/ag.econ.94384","title":"Consumer Issues and Demand","year":2006,"lang":"en","type":"article","venue":"AgEcon Search (University of Minnesota, USA)","topic":"Agriculture, Water, and Health","field":"Environmental Science","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Agriculture and Agri-Food Canada; Economic Research Service; Iowa State University; U.S. Department of Agriculture","keywords":"Consumer demand; Demographics; Agriculture; Business; Production (economics); Food processing; Scale (ratio); Technological change; Agricultural economics; Economics; Commerce; Marketing; Natural resource economics; Market economy; Food science; Geography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.001321705,0.0001711591,0.0002569141,0.0008325021,0.001544746,0.004347688,0.0004531451,0.003266404,0.03673878],"category_scores_gemma":[0.006318483,0.0001574463,0.0002593501,0.001857663,0.001490419,0.0032968,0.001191253,0.001708428,0.003238537],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002615743,"about_ca_system_score_gemma":0.0009816249,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00865105,"about_ca_topic_score_gemma":0.009106569,"domain_scores_codex":[0.9985806,0.0003928984,0.00006122529,0.0001545305,0.0006336114,0.0001771249],"domain_scores_gemma":[0.9972848,0.001001932,0.0002796858,0.0000814251,0.0009266121,0.0004255087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002142384,0.0002186018,0.06435459,0.0006131345,0.00003385287,0.001462357,0.01677534,0.00031075,0.0007706155,0.1329838,0.6026542,0.1796086],"study_design_scores_gemma":[0.00002183939,0.00006831645,0.0385421,0.0005030237,0.000008565596,0.001065998,0.02799305,0.0003878634,0.00009586359,0.02977075,0.9015005,0.00004218672],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.1009684,0.02039322,0.0007164015,0.2934317,0.001628657,0.00005284855,0.001564533,0.00005317995,0.5811911],"genre_scores_gemma":[0.8278852,0.01868389,0.0006296713,0.06063551,0.003671872,0.00008688705,0.001473836,0.0001057208,0.0868274],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03673878,"threshold_uncertainty_score":0.1229035,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0131649594484539,"score_gpt":0.2180320935872323,"score_spread":0.2048671341387784,"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."}}