{"id":"W2087057655","doi":"10.3992/jgb.8.1.44","title":"A ROADMAP FOR CLIMATE ACTION AT THE UNIVERSITY OF CALGARY: HIGHER EDUCATION CAMPUSES AS CLIMATE LEADERS","year":2013,"lang":"en","type":"article","venue":"Journal of Green Building","topic":"Research, Science, and Academia","field":"Decision Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Action (physics); Higher education; Climate change; Political science; Public relations; Public administration; Environmental planning; Engineering; Geography; Geology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01173835,0.001456238,0.000764704,0.002656327,0.0148383,0.02125333,0.003690014,0.01548767,0.05379675],"category_scores_gemma":[0.008033594,0.0006833562,0.001118429,0.002183544,0.005505224,0.008343267,0.01821803,0.01107485,0.008088043],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02787707,"about_ca_system_score_gemma":0.178197,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1626719,"about_ca_topic_score_gemma":0.270268,"domain_scores_codex":[0.9899935,0.002058673,0.000243016,0.0004332282,0.001729002,0.005542584],"domain_scores_gemma":[0.9538404,0.002112053,0.0008024182,0.0006565343,0.005822257,0.03676634],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001777593,0.0009315416,0.006803819,0.001303839,0.00003382233,0.0005371429,0.002498981,0.00241216,0.001008807,0.07996069,0.6685293,0.2358022],"study_design_scores_gemma":[0.0001138511,0.0002929813,0.01783794,0.001984484,0.00002659033,0.0001359454,0.01543981,0.001249073,0.0005711907,0.02305464,0.9391828,0.0001107126],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01242827,0.02318087,0.004984635,0.880055,0.006118047,0.0007296318,0.0007902242,0.0008959441,0.07081731],"genre_scores_gemma":[0.4126853,0.07954603,0.1168204,0.1672816,0.005461602,0.002306271,0.00466271,0.0005391978,0.2106969],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9721229,"threshold_uncertainty_score":0.3234501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1577688680665098,"score_gpt":0.4258120872504566,"score_spread":0.2680432191839467,"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."}}