{"id":"W4365143195","doi":"10.1108/ijshe-12-2021-0497","title":"Carbon emissions measurement as intra-action: incentives to disclose air emissions at a Canadian university","year":2023,"lang":"en","type":"article","venue":"International Journal of Sustainability in Higher Education","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Mandate; Incentive; Sustainability; Originality; Public relations; Voluntary disclosure; Corporate social responsibility; Greenhouse gas; Accounting; Business; Qualitative research; Economics; Political science; Sociology","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":[0.002203083,0.0001679172,0.0002050559,0.001430994,0.0004157239,0.00007890421,0.0007633817,0.0001633568,0.0009782434],"category_scores_gemma":[0.003330145,0.0001846909,0.0001268986,0.001721627,0.0002086769,0.0004518044,0.0001167682,0.0003176086,0.00002648303],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.02982738,"about_ca_system_score_gemma":0.0182077,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1547205,"about_ca_topic_score_gemma":0.08761574,"domain_scores_codex":[0.9967405,0.0006012347,0.0005537444,0.0003230609,0.001303649,0.0004777881],"domain_scores_gemma":[0.9934065,0.0002193336,0.0002212648,0.0002703377,0.005128613,0.000753973],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00095478,0.002575285,0.6803682,0.0001681577,0.0002577634,0.0002758065,0.1809833,0.002773978,0.0006253364,0.04491998,0.0622485,0.02384892],"study_design_scores_gemma":[0.000225415,0.00004358752,0.4342961,0.00007675939,0.00001902584,0.000006219488,0.1010204,0.00000339392,0.00006714804,0.01089193,0.4531898,0.0001602849],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.740041,0.00004071842,0.000003416363,0.2492621,0.004310349,0.0005367916,0.000005269828,0.00003601535,0.005764339],"genre_scores_gemma":[0.9857191,0.00004791567,0.00005965107,0.000325773,0.0008024294,0.00002726693,0.0000122057,0.00001365406,0.012992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3909413,"threshold_uncertainty_score":0.999935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04894148122320544,"score_gpt":0.3774567573994208,"score_spread":0.3285152761762153,"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."}}