{"id":"W6981696142","doi":"","title":"Exploring Chefs’ Behaviours and Attitudes Influence Public Awareness of Sustainable Food Practices","year":2024,"lang":"en","type":"dissertation","venue":"QSpace (Queen's University Library)","topic":"Culinary Culture and Tourism","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Food systems; Sustainable agriculture; Meaning (existential); Food waste; Agriculture; Sustainable development; Food security; Greenhouse gas","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":[0.001701026,0.0001996516,0.0002643172,0.0007029256,0.002932399,0.002435263,0.0004518834,0.0007217632,0.004599115],"category_scores_gemma":[0.00519023,0.0002100468,0.000321553,0.0007535395,0.00219999,0.0009440257,0.001383869,0.0009762127,0.0003263172],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005640667,"about_ca_system_score_gemma":0.005050146,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.4084861,"about_ca_topic_score_gemma":0.5727805,"domain_scores_codex":[0.9987779,0.0003560739,0.00003252442,0.00009281795,0.0002714996,0.0004691494],"domain_scores_gemma":[0.9950377,0.001925163,0.001081386,0.0002387941,0.0009915633,0.0007252973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001408059,0.0004147295,0.7564024,0.00008102314,0.00003609321,0.0003571003,0.219183,0.00005291962,0.0007784778,0.0004954428,0.001396664,0.02066146],"study_design_scores_gemma":[0.000007733516,0.0000899587,0.7230067,0.00009043851,0.00002275605,0.00004633499,0.2712068,0.0001478877,0.0001337588,0.0001353515,0.005094345,0.0000179568],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962236,0.0000379913,0.00002400127,0.0002647844,0.00000296079,0.00000885124,0.00003073602,0.000001630208,0.003405378],"genre_scores_gemma":[0.9987023,0.00007360141,0.00004432698,0.00006580941,0.000001699969,0.000008547375,0.00001962574,0.000001284246,0.001082789],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4084861,"threshold_uncertainty_score":0.8122168,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03753243288879238,"score_gpt":0.2267085381701105,"score_spread":0.1891761052813181,"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."}}