{"id":"W2484133022","doi":"10.1007/s11625-016-0383-3","title":"Integration: the key to implementing the Sustainable Development Goals","year":2016,"lang":"en","type":"article","venue":"Sustainability Science","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":881,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University; Future Earth","funders":"Ministry of the Environment, Government of Japan","keywords":"Civil society; Sustainability; Sustainable development; Accountability; Interdependence; Government (linguistics); Political science; Private sector; Business; Economic growth; Public administration; Environmental planning; Economics; Politics; Geography","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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.005791201,0.0002723413,0.0001510784,0.000102252,0.003297934,0.0002985324,0.001961691,0.00004058787,0.001396334],"category_scores_gemma":[0.001977914,0.0001214964,0.00006220661,0.002123883,0.002358292,0.001076012,0.002959378,0.000139148,0.0005616519],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004881616,"about_ca_system_score_gemma":0.0005484208,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006829869,"about_ca_topic_score_gemma":0.000216688,"domain_scores_codex":[0.9956869,0.0001263757,0.0004552529,0.000785008,0.001128132,0.001818351],"domain_scores_gemma":[0.9982759,0.0002464925,0.0001131554,0.0009566919,0.000128877,0.0002788646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001072471,0.0002642632,0.2701115,0.00006059777,0.00002614421,0.00005056961,0.05718831,0.0005563118,0.01575959,0.04371823,0.0226255,0.5895317],"study_design_scores_gemma":[0.0002085938,0.00005195126,0.4415572,0.000008152515,0.000005871159,0.000006688609,0.04361896,0.00002653563,0.01068003,0.0116111,0.4918845,0.0003403728],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9419826,0.00001084534,0.003009123,0.0383664,0.00009664705,0.001678597,0.000001054487,0.0000712167,0.01478354],"genre_scores_gemma":[0.9707935,0.00000236863,0.0008763209,0.001509577,0.0000488499,0.0003447623,6.992796e-7,0.00001459933,0.02640931],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5891914,"threshold_uncertainty_score":0.9995165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008582040044765657,"score_gpt":0.2520071636291146,"score_spread":0.243425123584349,"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."}}