{"id":"W2802644499","doi":"","title":"Sustainability Policies if Necessary but Not Necessarily Sustainability Policies","year":2015,"lang":"en","type":"article","venue":"","topic":"Sustainability in Higher Education","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Sustainability organizations; Accountability; Social sustainability; Sustainability science; Public administration; Political science; Livelihood; Politics; Sustainable development; Business; Public relations; Law; Geography","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":[0.01836491,0.0004196253,0.0005664671,0.001303829,0.006101132,0.01258652,0.001490125,0.006490634,0.008801307],"category_scores_gemma":[0.04287473,0.000381259,0.0005167124,0.001572162,0.01827306,0.01078961,0.005609832,0.00709946,0.001806772],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01043727,"about_ca_system_score_gemma":0.03346886,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009311186,"about_ca_topic_score_gemma":0.01310637,"domain_scores_codex":[0.9800336,0.008540776,0.0008807247,0.002544584,0.005026286,0.002973988],"domain_scores_gemma":[0.9698371,0.01153922,0.003073163,0.006028324,0.006816628,0.002705611],"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":[0.000008207243,0.00003105299,0.0009210891,0.0001017728,0.00001240218,0.00004520296,0.001301704,0.0008076759,0.0002471833,0.979684,0.0087665,0.008073113],"study_design_scores_gemma":[0.00001863143,0.00003700026,0.0017459,0.0006838963,0.00001922012,0.00006863975,0.004506318,0.0005253032,0.0008976668,0.5806224,0.4108457,0.0000293401],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.031152,0.002624799,0.02977104,0.2970241,0.001860946,0.0002140498,0.0002815656,0.0004276012,0.6366439],"genre_scores_gemma":[0.8770109,0.00233284,0.01539177,0.04688672,0.0008866424,0.0004728888,0.0002100427,0.0002623497,0.0565458],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01836491,"threshold_uncertainty_score":0.09712404,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03795601384338235,"score_gpt":0.3766320836152854,"score_spread":0.338676069771903,"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."}}