{"id":"W1979733115","doi":"10.1002/bse.366","title":"On the path to sustainability: integrating social dimensions into the research and practice of environmental management","year":2003,"lang":"en","type":"article","venue":"Business Strategy and the Environment","topic":"Environmental Sustainability in Business","field":"Business, Management and Accounting","cited_by":232,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University","funders":"","keywords":"Sustainability; Sustainable development; Sociology; Social sustainability; Normative; Politics; Environmental ethics; Political science; 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":["sts"],"consensus_categories":[],"category_scores_codex":[0.004414069,0.0003124833,0.0002634159,0.0001127972,0.001866115,0.0002611817,0.0003983899,0.00008045453,0.0001389946],"category_scores_gemma":[0.00084729,0.0001614072,0.00005559619,0.0004966888,0.002391631,0.0003927735,0.0008590807,0.0003983414,0.00003657348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002310134,"about_ca_system_score_gemma":0.00001791132,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000456789,"about_ca_topic_score_gemma":0.0000120532,"domain_scores_codex":[0.997399,0.0004343762,0.0004105065,0.0005252021,0.0007593096,0.0004715888],"domain_scores_gemma":[0.9976004,0.001480216,0.0002041302,0.000624769,0.00006476179,0.00002576216],"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":[0.0004510577,0.0005656189,0.001253255,0.0002165619,0.00008168277,0.00001397086,0.001803965,0.0006910842,0.0001924367,0.9870583,0.0002322366,0.007439791],"study_design_scores_gemma":[0.003288954,0.0001745377,0.2183422,0.000136002,0.0004005481,0.00002460072,0.196663,0.0004380044,0.000102322,0.4643718,0.1151816,0.0008763995],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.949877,0.0004260216,0.0003474315,0.0353554,0.0000866753,0.002624931,0.000003714121,0.0000208532,0.01125794],"genre_scores_gemma":[0.99749,0.0001884602,0.0001113791,0.001374019,0.00008743157,0.0003076677,0.000004877139,0.00003194887,0.0004041413],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5226865,"threshold_uncertainty_score":0.9994333,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01916870347967623,"score_gpt":0.2611481923452196,"score_spread":0.2419794888655434,"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."}}