{"id":"W2048356429","doi":"10.1016/j.marpol.2004.02.004","title":"Integrated ocean management and the collaborative planning process: the Eastern Scotian Shelf Integrated Management (ESSIM) Initiative","year":2004,"lang":"en","type":"article","venue":"Marine Policy","topic":"Coastal and Marine Management","field":"Environmental Science","cited_by":61,"is_retracted":false,"has_abstract":false,"ca_institutions":"Fisheries and Oceans Canada; Bedford Institute of Oceanography","funders":"","keywords":"Environmental resource management; Business; Stakeholder; Sustainability; Resource management (computing); Environmental planning; Government (linguistics); Geography; Political science; Environmental science; Ecology; Public relations","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":[0.003576061,0.0002175629,0.0001073113,0.0004822106,0.001873593,0.002671808,0.0006750575,0.001081595,0.003431461],"category_scores_gemma":[0.005971979,0.0002262304,0.0001306692,0.0009140279,0.0009488062,0.0007422662,0.002774663,0.000953817,0.0001908701],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01017344,"about_ca_system_score_gemma":0.06291287,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.71405,"about_ca_topic_score_gemma":0.863932,"domain_scores_codex":[0.9985113,0.000305891,0.00004560622,0.00008634555,0.0005754707,0.0004753406],"domain_scores_gemma":[0.9938257,0.001087792,0.0004980004,0.0002563512,0.001144427,0.003187758],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001042467,0.0007266682,0.1428585,0.0003311888,0.0001661077,0.001261065,0.007787948,0.01253151,0.004295134,0.1128812,0.2411251,0.4749931],"study_design_scores_gemma":[0.0004570077,0.0003432136,0.4778882,0.0004131789,0.00009573803,0.0002185486,0.009247142,0.01435331,0.002426354,0.009655281,0.4848272,0.00007481051],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.608423,0.007023002,0.01004018,0.1392539,0.0009706561,0.0006970585,0.001614247,0.0003346625,0.2316432],"genre_scores_gemma":[0.89425,0.001559898,0.01040515,0.007906651,0.00009913067,0.000173416,0.001035794,0.00004678383,0.08452308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.28595,"threshold_uncertainty_score":0.575268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00856290335027148,"score_gpt":0.2379485886909371,"score_spread":0.2293856853406656,"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."}}