{"id":"W3203245854","doi":"","title":"Food systems - beyond the buzz","year":2021,"lang":"en","type":"article","venue":"Agritrop (Cirad)","topic":"Food Security and Health in Diverse Populations","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Wilfrid Laurier University","funders":"","keywords":"Marketing buzz; Summit; Food systems; Transformation (genetics); Food security; Political science; Environmental ethics; Business; Advertising; Geography; Agriculture; Biology; Philosophy; Cartography","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005529351,0.0001690105,0.0002941111,0.00005492572,0.001998329,0.00003454896,0.0002899745,0.0002764425,0.0008333647],"category_scores_gemma":[0.0002684536,0.0001240843,0.000106426,0.0004152089,0.00007676508,0.0001375677,0.0002056995,0.001028762,0.00166644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001407468,"about_ca_system_score_gemma":0.0004968183,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006819229,"about_ca_topic_score_gemma":0.001398132,"domain_scores_codex":[0.9971709,0.0008219942,0.0006241972,0.0003283835,0.0003696599,0.0006849064],"domain_scores_gemma":[0.9980033,0.0006148667,0.0002023048,0.0006612255,0.0003181881,0.0002001357],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00004688137,0.0001796985,0.02582218,0.0007415796,0.0001410954,0.0000405635,0.01084677,0.00006227937,0.000153906,0.7223312,0.2390776,0.000556221],"study_design_scores_gemma":[0.0009805454,0.0002045954,0.04067721,0.000205118,0.00007614773,0.00002026204,0.01361459,0.0003526828,0.0000240991,0.009398982,0.9341619,0.0002838574],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7224565,0.01479008,0.0003951393,0.07072419,0.01576816,0.002934372,0.0006624591,0.0006273899,0.1716417],"genre_scores_gemma":[0.9879534,0.000239118,0.0001750496,0.004950943,0.001337838,0.0001848935,0.000120815,0.00002826333,0.005009699],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7129322,"threshold_uncertainty_score":0.999301,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1659808376015181,"score_gpt":0.419339789353763,"score_spread":0.2533589517522449,"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."}}