{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003941418,0.0003613801,0.0002441817,0.0001334867,0.0004218346,0.0002227849,0.0005859856,0.00003737637,0.0002609268],"category_scores_gemma":[0.00003339106,0.0001953163,0.0000560026,0.001400073,0.000706355,0.0002237403,0.004815006,0.0002639415,0.0001321952],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002887745,"about_ca_system_score_gemma":0.00002673309,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003890135,"about_ca_topic_score_gemma":0.0008406416,"domain_scores_codex":[0.9981578,0.0001298496,0.0003347018,0.0004848647,0.0004204034,0.0004723537],"domain_scores_gemma":[0.9992579,0.000043315,0.0001541387,0.0004063924,0.00002817181,0.00011014],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.001540006,0.0008902729,0.09885385,0.0004403082,0.001620794,0.0004260055,0.04035123,0.01991016,0.000008333835,0.2758292,0.01383294,0.5462969],"study_design_scores_gemma":[0.02138715,0.0006565577,0.2725108,0.0006239437,0.000752122,0.00005599338,0.1104784,0.008517864,0.0002176873,0.3518935,0.2307785,0.002127476],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1648547,0.00004934859,0.001971303,0.01972499,0.0001800767,0.003070035,0.00002530803,0.0002004609,0.8099238],"genre_scores_gemma":[0.9875482,0.0001077427,0.0005997405,0.003182605,0.0000687764,0.0001656198,0.00004104119,0.00003049118,0.008255726],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8226935,"threshold_uncertainty_score":0.796477,"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."}}