{"id":"W2893799332","doi":"10.1007/s00267-018-1105-7","title":"Emergence of Collaborative Environmental Governance: What are the Causal Mechanisms?","year":2018,"lang":"en","type":"article","venue":"Environmental Management","topic":"Sustainability and Climate Change Governance","field":"Environmental Science","cited_by":39,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Waterloo; Brock University","funders":"Vetenskapsrådet; Stiftelsen för Miljöstrategisk Forskning","keywords":"Nomination; Corporate governance; Process (computing); Environmental governance; Political science; Mechanism (biology); Process tracing; Resource (disambiguation); Interdependence; Public relations; Environmental resource management; Ecology; Economics; Management","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":[0.006522475,0.0002644064,0.0005950803,0.001565058,0.002518259,0.006680123,0.00160993,0.002747216,0.01964831],"category_scores_gemma":[0.02903062,0.0004545032,0.000559299,0.001664217,0.007856904,0.008792526,0.004178604,0.00253562,0.0009302642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002542175,"about_ca_system_score_gemma":0.004514533,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004467901,"about_ca_topic_score_gemma":0.007134881,"domain_scores_codex":[0.9948631,0.001955129,0.0001788526,0.0009844494,0.0008686212,0.001149852],"domain_scores_gemma":[0.9646622,0.0156253,0.007558206,0.004270061,0.003062769,0.004821423],"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":[0.0001510772,0.0007684235,0.2206399,0.0003172316,0.0001567082,0.0007879293,0.01026978,0.003237655,0.001504838,0.6888525,0.009154211,0.06415975],"study_design_scores_gemma":[0.0001865868,0.0002165909,0.22945,0.0004673488,0.0001082773,0.0007469212,0.03087268,0.01129661,0.001118362,0.6854636,0.03996818,0.0001046113],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7608545,0.00187981,0.04128957,0.05207988,0.0003308037,0.0002702791,0.0004874479,0.0002798371,0.1425278],"genre_scores_gemma":[0.9965793,0.0002885524,0.001765046,0.0002196531,0.00004992673,0.00003380006,0.00005848304,0.00001247177,0.0009928236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01964831,"threshold_uncertainty_score":0.06573015,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00564347700885968,"score_gpt":0.20101154638173,"score_spread":0.1953680693728703,"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."}}