{"id":"W7037757978","doi":"","title":"Exploring the potential of upcycling craft brewers spent grain in Winnipeg, Manitoba","year":2023,"lang":"en","type":"dissertation","venue":"Mspace (University of Manitoba)","topic":"Sound Studies and Aurality","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Craft; Value (mathematics); Food supply; Sustainability; Added value; Sustainable development; Food products; Food culture; Food systems; Productivity","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004188783,0.0002662952,0.000541202,0.0003162248,0.0002717282,0.00001504081,0.0006020283,0.000183603,0.00004485168],"category_scores_gemma":[0.00003498866,0.0002869664,0.0003246711,0.0004815524,0.0001525019,0.0001306398,0.0001491956,0.0004727541,0.0001125089],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001351316,"about_ca_system_score_gemma":0.00003536963,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05079237,"about_ca_topic_score_gemma":0.7577217,"domain_scores_codex":[0.9983222,0.0001853294,0.0002621972,0.0004446483,0.0003992405,0.0003863305],"domain_scores_gemma":[0.998784,0.0001467617,0.0004265035,0.0004782323,0.0001158318,0.00004868817],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.007852386,0.002559606,0.5647022,0.004382334,0.007510576,0.004640803,0.1865718,0.001590365,0.004566325,0.008662003,0.121811,0.08515071],"study_design_scores_gemma":[0.0004421168,0.00004402429,0.583741,0.0001372109,0.000105099,0.000001613267,0.4139066,0.00001387968,0.0000155646,0.0001589265,0.001274843,0.0001590876],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906068,0.0002351177,0.0000247297,0.0009448988,0.003812212,0.0003798619,0.00003480487,0.00005595882,0.003905562],"genre_scores_gemma":[0.9932505,0.0004589947,0.00006301947,0.00001821378,0.0001758289,0.000003399078,0.0001328918,0.00004434818,0.005852775],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7069293,"threshold_uncertainty_score":0.9999583,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06287510154274713,"score_gpt":0.2703371587077408,"score_spread":0.2074620571649937,"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."}}