{"id":"W4410127581","doi":"10.3390/su17094177","title":"How Bridging Approaches Further Relationships, Governance, and Ecosystem Services Research and Practice","year":2025,"lang":"en","type":"article","venue":"Sustainability","topic":"Land Use and Ecosystem Services","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"U.S. Environmental Protection Agency","keywords":"Bridging (networking); Corporate governance; Ecosystem services; Business; Environmental resource management; Process management; Ecosystem; Knowledge management; Ecology; Computer science; Economics; Biology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.06348048,0.001506821,0.001165882,0.009478081,0.01162721,0.02787454,0.00427419,0.008282091,0.01386126],"category_scores_gemma":[0.04430411,0.001015304,0.001686972,0.008341768,0.07230093,0.04743861,0.02885974,0.008618024,0.001562618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01461334,"about_ca_system_score_gemma":0.02086585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005879388,"about_ca_topic_score_gemma":0.007446279,"domain_scores_codex":[0.9342997,0.05466711,0.001484638,0.003904017,0.003375522,0.002268998],"domain_scores_gemma":[0.9350911,0.04869138,0.002375832,0.008123793,0.003243048,0.002474841],"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":[0.00001866259,0.0001152126,0.00103894,0.0003258568,0.00003019671,0.000195447,0.04249783,0.0003951506,0.0001621695,0.9239524,0.002624056,0.02864417],"study_design_scores_gemma":[0.00002089238,0.00003938513,0.0004970297,0.0008513113,0.0000192531,0.0001073658,0.03401108,0.000480875,0.0001625938,0.9084635,0.05532656,0.00002019939],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0580978,0.02980679,0.2880526,0.2653404,0.002162862,0.000749148,0.0001840568,0.0003312971,0.355275],"genre_scores_gemma":[0.7978086,0.01350779,0.165453,0.01125515,0.0006720287,0.001643625,0.0001670546,0.000174287,0.009318382],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.06348048,"threshold_uncertainty_score":0.3357209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03279174664843952,"score_gpt":0.2821542619482534,"score_spread":0.2493625152998138,"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."}}