{"id":"W4367598996","doi":"10.1007/s10460-023-10447-1","title":"Farmer satisfaction and short food supply chains","year":2023,"lang":"en","type":"article","venue":"Agriculture and Human Values","topic":"Organic Food and Agriculture","field":"Agricultural and Biological Sciences","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Context (archaeology); Supply chain; Marketing; Argument (complex analysis); Perspective (graphical); Revenue; Food marketing; Business; Agriculture; Agribusiness; Economics; Agricultural economics","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":[],"consensus_categories":[],"category_scores_codex":[0.0000992485,0.0002041198,0.0001884014,0.00001411099,0.0006307067,0.0001401731,0.00007828576,0.0001545114,0.000114448],"category_scores_gemma":[0.00001111997,0.00006262548,0.00005988321,0.0003377131,0.00006520445,0.0001632634,0.00008461687,0.0001508438,0.00003264172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008812794,"about_ca_system_score_gemma":0.000001500865,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001351901,"about_ca_topic_score_gemma":0.001632239,"domain_scores_codex":[0.9989777,0.00003670837,0.0001534443,0.0003651056,0.0001801646,0.000286832],"domain_scores_gemma":[0.9996959,0.00006349054,0.00003413633,0.00003814829,0.00004187127,0.0001264514],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000006207193,0.00004660164,0.05323391,0.0000229153,0.00006923814,0.000008127735,0.001054298,5.011545e-7,0.8140988,0.005295693,0.08516529,0.04099842],"study_design_scores_gemma":[0.00008542966,0.0003883184,0.9584823,0.00002053427,0.00002800968,0.00002387151,0.001756092,0.000001497297,0.002460893,0.0007199418,0.03579326,0.0002399117],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955106,0.0005069309,9.476934e-8,0.002663844,0.00008651198,0.0001882771,0.00005565499,0.0002630914,0.0007250192],"genre_scores_gemma":[0.9966009,0.0004668426,0.000007436537,0.0001732495,0.0006733632,0.00001513244,0.000196063,0.000001393642,0.001865582],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9052483,"threshold_uncertainty_score":0.4850949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01754518443918864,"score_gpt":0.2160698170131863,"score_spread":0.1985246325739977,"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."}}