{"id":"W7024092829","doi":"","title":"Putting the S-word back into Sustainability: Can we be more social?","year":2011,"lang":"en","type":"report","venue":"CentAUR (University of Reading)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Variety (cybernetics); Social sustainability; Politics; Pillar; Corporate social responsibility; Planner","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001924188,0.0007392148,0.001310717,0.0006224028,0.001455418,0.00006392707,0.00195343,0.0008556285,0.001243101],"category_scores_gemma":[0.000414007,0.0007909664,0.0008929407,0.00109096,0.001992721,0.0003508835,0.00144504,0.001282033,0.0003037132],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007191457,"about_ca_system_score_gemma":0.004038211,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04840959,"about_ca_topic_score_gemma":0.01051205,"domain_scores_codex":[0.9953325,0.0003957467,0.0004699496,0.001134855,0.001588649,0.001078317],"domain_scores_gemma":[0.9941182,0.0001838968,0.001751628,0.001327923,0.002303994,0.0003143315],"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":[0.0002383183,0.0004431354,0.01524886,0.004656202,0.001860908,0.000543169,0.1279681,0.000005048535,0.0001752828,0.001414193,0.7185172,0.1289296],"study_design_scores_gemma":[0.000701339,0.00006095932,0.008082848,0.0004587008,0.00113217,0.00005123084,0.104877,0.0000144122,0.00004487488,0.004016142,0.8797471,0.0008132942],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.393131,0.003265056,0.0003298833,0.06263633,0.004947629,0.01292144,0.0035847,0.002150866,0.5170331],"genre_scores_gemma":[0.7121231,0.003342866,0.00426076,0.0003448556,0.00173937,0.000008590681,0.00264517,0.001196856,0.2743385],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.3189921,"threshold_uncertainty_score":0.9998446,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04434344536012242,"score_gpt":0.2697824965050326,"score_spread":0.2254390511449102,"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."}}