{"id":"W4200563589","doi":"10.3138/9781487509453-010","title":"8 Are Canadian Universities Sustainable?","year":2021,"lang":"en","type":"book-chapter","venue":"University of Toronto Press eBooks","topic":"Service-Learning and Community Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Business; Political science","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","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002674713,0.000176067,0.000289045,0.00005291081,0.001382245,0.00004755351,0.0007693775,0.0003351456,0.002831653],"category_scores_gemma":[0.00001011612,0.0002629548,0.0001570117,0.000002125823,0.0003343788,0.0001353349,0.0003133419,0.0003474404,0.000006958041],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002173733,"about_ca_system_score_gemma":0.001351794,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9930093,"about_ca_topic_score_gemma":0.9926338,"domain_scores_codex":[0.9988095,0.000205696,0.00008660222,0.000215215,0.0003269525,0.0003560028],"domain_scores_gemma":[0.9985234,0.00008102522,0.0002498277,0.0004111718,0.0004583256,0.0002763062],"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":[0.00001841153,0.000007645448,0.000009664222,0.00009723448,0.00018363,0.0003984331,0.06449424,0.000009679061,2.657304e-7,0.9250789,0.0082638,0.001438126],"study_design_scores_gemma":[0.0001373852,0.00001447208,0.00003886572,0.0001420452,0.0001006363,2.778176e-7,0.1721295,0.000001101791,0.000001352241,0.0001650087,0.827065,0.0002043948],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00008802607,0.001498585,0.000005227534,0.0001215872,0.000110339,0.0001709856,0.00003819273,0.00006163803,0.9979054],"genre_scores_gemma":[0.003308207,0.0006372862,0.00006113447,0.00006781043,0.00006150404,8.72387e-8,0.00001979637,0.0000169074,0.9958273],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9249139,"threshold_uncertainty_score":0.9999822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0292060224313886,"score_gpt":0.2271632345248607,"score_spread":0.1979572120934721,"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."}}