{"id":"W4288611214","doi":"","title":"Certification in sustainable developmentofuniversities","year":2019,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Certification; Business; Economics; Management","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":[0.009790258,0.0006236159,0.0008333478,0.00170277,0.002597217,0.006779955,0.001672934,0.004274373,0.02704141],"category_scores_gemma":[0.03612649,0.0006860707,0.0007068616,0.003398419,0.005319853,0.01215495,0.005806976,0.003581776,0.001608018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007874501,"about_ca_system_score_gemma":0.008908045,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02334432,"about_ca_topic_score_gemma":0.01736167,"domain_scores_codex":[0.9897053,0.004938289,0.0003219398,0.0007498667,0.003020769,0.001263811],"domain_scores_gemma":[0.9787991,0.01079279,0.00107495,0.004269109,0.004085202,0.0009788017],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002226612,0.00005831278,0.001014326,0.0001349147,0.000007270966,0.00008299473,0.0002852711,0.003444215,0.0001808434,0.9388487,0.006781188,0.04913955],"study_design_scores_gemma":[0.00004335926,0.0000271364,0.003272033,0.0002804239,0.00001141141,0.0002100851,0.0006332455,0.02308229,0.001534409,0.9021185,0.06875036,0.0000366653],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1849461,0.01223173,0.2714181,0.05455646,0.002151872,0.000464906,0.0008058744,0.001357526,0.4720674],"genre_scores_gemma":[0.9298173,0.002616998,0.02319837,0.0005484648,0.0002044183,0.0001139888,0.000602122,0.0001746896,0.04272356],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02704141,"threshold_uncertainty_score":0.09046251,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009787206981496478,"score_gpt":0.197435353514495,"score_spread":0.1876481465329985,"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."}}