{"id":"W1995225722","doi":"10.1007/s002670010145","title":"Proactive Management of Air Quality","year":2001,"lang":"en","type":"article","venue":"Environmental Management","topic":"Leadership and Management in Organizations","field":"Business, Management and Accounting","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Alberta; Alberta Environment and Protected Areas","funders":"","keywords":"Scope (computer science); General partnership; Business; Alliance; Environmental resource management; Process management; Air quality index; Sustainable development; Resource (disambiguation); Sustainable management; Certification; Environmental economics; Sustainability; Computer science; Economics; Political science","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":[0.0003236756,0.0003041285,0.0002532379,0.0002962781,0.0001966423,0.00006469337,0.0005001695,0.0000541265,0.001727029],"category_scores_gemma":[0.000004293579,0.0003118036,0.0001294916,0.0005837191,0.0001435768,0.0008682039,0.0007631651,0.0001015871,0.00133293],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001275472,"about_ca_system_score_gemma":0.000001394473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004815557,"about_ca_topic_score_gemma":0.000006612807,"domain_scores_codex":[0.9979266,0.00001893171,0.0005004798,0.0005230964,0.0006077756,0.0004231014],"domain_scores_gemma":[0.9990531,0.00001372362,0.0002956486,0.0006012008,0.00001268686,0.00002365438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0002356992,0.003483175,0.101638,0.001970333,0.002147505,0.0003067969,0.0003523725,0.0008431672,0.0004223962,0.7975975,0.01930238,0.07170069],"study_design_scores_gemma":[0.002035263,0.00003415,0.5667233,0.0001085083,0.0006778387,0.000003359193,0.01381728,0.0002037721,0.0002977467,0.007423901,0.4077995,0.0008752864],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2085075,0.0001607001,0.008906047,0.003590989,0.0007621527,0.002408712,0.00001265829,0.0004231552,0.7752281],"genre_scores_gemma":[0.9854855,0.0002223164,0.001301209,0.002367862,0.0001992796,0.0001070708,0.00009383486,0.00005577253,0.01016717],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7901735,"threshold_uncertainty_score":0.9999334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02086850720478704,"score_gpt":0.220976645744309,"score_spread":0.200108138539522,"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."}}