{"id":"W4223644395","doi":"10.3389/fsufs.2022.801731","title":"A Combined Theory of Change-Group Model Building Approach to Evaluating “Farm to Fork” Models for School Feeding in the Caribbean","year":2022,"lang":"en","type":"article","venue":"Frontiers in Sustainable Food Systems","topic":"Community Health and Development","field":"Health Professions","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"International Development Research Centre","keywords":"Psychological intervention; Fork (system call); Scarcity; Citizen journalism; Leverage (statistics); Food systems; Systems thinking; Business; Environmental resource management; Geography; Psychology; Political science; Engineering; Environmental science; Economics; Computer science; Food security; Agriculture","routes":{"ca_aff":true,"ca_fund":true,"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":["sts"],"consensus_categories":[],"category_scores_codex":[0.01924023,0.0002603015,0.0007228845,0.00102355,0.00180924,0.00003227604,0.0009844054,0.0001401354,0.000002361771],"category_scores_gemma":[0.0009277749,0.000237425,0.00008232421,0.001557807,0.00001932312,0.0001801301,0.000881564,0.001026517,4.6778e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003159019,"about_ca_system_score_gemma":0.001111118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002735687,"about_ca_topic_score_gemma":0.0001458385,"domain_scores_codex":[0.9935947,0.002536186,0.001214308,0.0004475022,0.0007160336,0.001491264],"domain_scores_gemma":[0.9976937,0.0006912699,0.000335954,0.0006824484,0.0003347155,0.000261929],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"qualitative","study_design_scores_codex":[0.001886817,0.0003523403,0.006831522,0.006041126,0.00005217123,0.000003030972,0.2296565,0.3982172,0.0000153449,0.3465934,0.009103396,0.001247128],"study_design_scores_gemma":[0.001588224,0.0006207227,0.0001503911,0.0002337427,0.00001190349,6.976385e-7,0.5710052,0.4001818,5.034495e-7,0.02442856,0.001587568,0.0001906592],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3067465,0.001752546,0.6443522,0.001626167,0.001809653,0.03655447,0.0001016718,0.00009539403,0.00696146],"genre_scores_gemma":[0.9381965,0.00000477822,0.02536378,0.001504108,0.0001077885,0.0337403,0.00003309526,0.00005641295,0.0009932723],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.63145,"threshold_uncertainty_score":0.9994903,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.200494639389425,"score_gpt":0.4014721080782744,"score_spread":0.2009774686888494,"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."}}