{"id":"W4238717972","doi":"10.32920/ryerson.14666274.v1","title":"Growing an edible campus","year":2021,"lang":"en","type":"preprint","venue":"","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; Cape Breton University","funders":"","keywords":"Sustainability; Diversity (politics); Institution; Public relations; Business; Production (economics); Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001058406,0.0001140727,0.0001566696,0.00007041715,0.0003245107,0.0004333366,0.0004278568,0.0003380582,0.002031756],"category_scores_gemma":[0.000664779,0.0001282554,0.0000837649,0.000213235,0.000148623,0.0004188663,0.0002714757,0.0003496443,0.00001740275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000714676,"about_ca_system_score_gemma":0.002621119,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04838155,"about_ca_topic_score_gemma":0.006655961,"domain_scores_codex":[0.9982465,0.0004331559,0.0001785428,0.0004391371,0.0004008407,0.0003018496],"domain_scores_gemma":[0.9987127,0.0001271292,0.0000710514,0.0005248715,0.0004102439,0.0001540237],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000008441021,0.000848086,0.1201584,0.0005086466,0.0001065392,0.00003314191,0.6550842,0.001792725,0.0001101959,0.1832626,0.01118859,0.02689848],"study_design_scores_gemma":[0.0001002624,0.00002133634,0.01793752,0.00007629093,0.00005833382,8.309177e-7,0.8102908,0.00005638961,0.0003864332,0.07167304,0.09869984,0.0006989708],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.912267,0.0001639962,0.000355057,0.00757115,0.005558071,0.0003393256,9.644501e-7,0.0002542269,0.07349025],"genre_scores_gemma":[0.9866904,0.00003778363,0.004607211,0.000387355,0.001730112,0.00007196681,0.00004976111,0.00001362859,0.00641177],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1552066,"threshold_uncertainty_score":0.9988805,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03410756365723173,"score_gpt":0.3944243147675966,"score_spread":0.3603167511103649,"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."}}