{"id":"W2107428128","doi":"10.3390/su3101637","title":"Sustainable Development: A Bird’s Eye View","year":2011,"lang":"en","type":"article","venue":"Sustainability","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":374,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Sustainability; Sustainability organizations; Terminology; Sustainable development; Sustainability science; Social sustainability; Mainstream; Environmental ethics; Action (physics); Politics; Meaning (existential); Engineering ethics; Management science; Sociology; Political science; Environmental resource management; Epistemology; Engineering; Economics; Ecology; Law","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0009876671,0.0003925347,0.000308204,0.000110824,0.0005510073,0.00004638835,0.0005918019,0.0001524743,0.01261693],"category_scores_gemma":[0.0003390865,0.0003735012,0.000108552,0.0007802246,0.0005690409,0.0007490827,0.001095729,0.0002354322,0.001890676],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004430531,"about_ca_system_score_gemma":0.0002893926,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003620442,"about_ca_topic_score_gemma":0.0001311097,"domain_scores_codex":[0.996676,0.0001225803,0.0005152548,0.0007680267,0.0004740224,0.001444118],"domain_scores_gemma":[0.9987526,0.00002849888,0.0001180435,0.0006838772,0.00006867557,0.0003483368],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001285093,0.0006963686,0.9290134,0.0003218653,0.000038375,0.0003300727,0.01789545,0.00003201274,0.00003951263,0.005419377,0.003193599,0.04289148],"study_design_scores_gemma":[0.0004037833,0.00006455259,0.7920269,0.000005166758,0.00001396749,0.000005569138,0.01023099,0.00001344527,0.001136078,0.02930377,0.1662232,0.0005725094],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9223353,0.0000718607,0.0003052064,0.0003214121,0.00007771437,0.001033734,6.65734e-7,0.0004050432,0.07544908],"genre_scores_gemma":[0.9626387,0.00001078291,0.002542902,0.0003669356,0.00002782092,0.0002263419,0.000005165898,0.00006431012,0.03411702],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1630296,"threshold_uncertainty_score":0.9998717,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0122384463921717,"score_gpt":0.2264342319499555,"score_spread":0.2141957855577838,"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."}}