{"id":"W7057418602","doi":"","title":"Indicators of Sustainable Development in Higher Education Institutions:&#13;\\nA Case Study of Concordia University","year":2015,"lang":"en","type":"dissertation","venue":"Spectrum Research Repository (Concordia University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"TED","keywords":"Sustainability; Government (linguistics); Work (physics); Sustainable development; Context (archaeology); Data collection","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":[0.002806295,0.0002869058,0.0003239194,0.001795082,0.007365951,0.004205368,0.00123298,0.001496874,0.001630752],"category_scores_gemma":[0.00191882,0.0002314687,0.00029485,0.003233701,0.003132993,0.001233939,0.003733912,0.001224502,0.0002529928],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01552694,"about_ca_system_score_gemma":0.006299037,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1368802,"about_ca_topic_score_gemma":0.2327123,"domain_scores_codex":[0.9972798,0.001378992,0.00009398212,0.0001693856,0.0004690796,0.0006087106],"domain_scores_gemma":[0.9979006,0.0006231586,0.0002144763,0.0001237056,0.0005288805,0.0006091233],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003187002,0.001771558,0.438866,0.001101866,0.00008884649,0.03817116,0.299214,0.006999834,0.006316596,0.0523182,0.01883899,0.1359942],"study_design_scores_gemma":[0.00002178885,0.0004284501,0.2718432,0.0005696176,0.00003892908,0.002727378,0.6020159,0.004975166,0.005833816,0.001629306,0.1098265,0.0000898177],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9806604,0.0005024436,0.0006535238,0.001596026,0.00002598615,0.00009951785,0.00007848971,0.00001679644,0.01636685],"genre_scores_gemma":[0.9925339,0.0004728852,0.0008599807,0.0002010779,0.00001299068,0.00003002913,0.00004080333,0.00000636865,0.005841929],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1368802,"threshold_uncertainty_score":0.272167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03049807863123583,"score_gpt":0.3038566175845175,"score_spread":0.2733585389532817,"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."}}