{"id":"W2069955954","doi":"10.1108/14676371211262290","title":"Persistence of change: fume hood campaign lessons","year":2012,"lang":"en","type":"article","venue":"International Journal of Sustainability in Higher Education","topic":"Environmental Education and Sustainability","field":"Environmental Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Persistence (discontinuity); Sustainability; Environmental planning; Political science; Environmental resource management; Environmental protection; Environmental science; Ecology; Engineering","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002767344,0.0003765235,0.0003294883,0.000337799,0.001650757,0.001112132,0.001210431,0.001114475,0.007411764],"category_scores_gemma":[0.009076344,0.0001385981,0.0003411231,0.0002299264,0.0008239379,0.001195764,0.001415158,0.001322999,0.0008089095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001587273,"about_ca_system_score_gemma":0.002297184,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002551363,"about_ca_topic_score_gemma":0.009550447,"domain_scores_codex":[0.998978,0.0004593852,0.0000428394,0.0001221114,0.0001778688,0.0002197004],"domain_scores_gemma":[0.9944669,0.002744047,0.0006256354,0.00054392,0.000570867,0.001048654],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.002302572,0.04097558,0.06815418,0.001674071,0.0001431612,0.001250987,0.01625045,0.002233505,0.02020727,0.002471098,0.02496867,0.8193685],"study_design_scores_gemma":[0.00134014,0.0698652,0.5500085,0.002255584,0.0003637517,0.001193686,0.07391461,0.006110118,0.06778532,0.008108004,0.2187038,0.0003512685],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9779152,0.0003838904,0.002230265,0.005019575,0.0002236504,0.0006443096,0.0001263685,0.0003554502,0.01310151],"genre_scores_gemma":[0.9922416,0.0002321283,0.002914776,0.0007089015,0.00007382676,0.0002496353,0.00009783703,0.00002899171,0.003452407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007411764,"threshold_uncertainty_score":0.02479488,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0648052148430262,"score_gpt":0.3474067944101522,"score_spread":0.2826015795671259,"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."}}