{"id":"W4301645316","doi":"10.47886/9781934874301.ch1","title":"Advancing an Ecosystem Approach in the Gulf of Maine","year":2012,"lang":"en","type":"book-chapter","venue":"American Fisheries Society eBooks","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ecosystem services; Ecosystem; Environmental resource management; Ecosystem management; Millennium Ecosystem Assessment; Ecosystem valuation; Biodiversity; Business; Ecosystem health; Environmental planning; Geography; Ecology; Environmental science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006954854,0.000422848,0.0006762813,0.00002325506,0.0001239864,0.00003518864,0.0007039002,0.0001764057,0.0003551832],"category_scores_gemma":[0.000006159443,0.0003333285,0.0003313902,0.00005824554,0.0007039952,0.0001508532,0.0003873478,0.0004429138,0.00003726663],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004014082,"about_ca_system_score_gemma":0.00002946057,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001101035,"about_ca_topic_score_gemma":0.004970735,"domain_scores_codex":[0.9977992,0.00007948697,0.0005603022,0.0004846432,0.0005411604,0.000535191],"domain_scores_gemma":[0.9983229,0.000099684,0.0005896752,0.000855721,0.00001224335,0.0001197964],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00035915,0.0009259681,0.1495864,0.002805995,0.001096322,0.00007348503,0.2092206,0.002298814,0.001601024,0.0258668,0.043161,0.5630044],"study_design_scores_gemma":[0.001138088,0.001261407,0.01048449,0.0004255478,0.0003911116,0.0002567882,0.05549068,0.007824448,0.00003223131,0.003964637,0.9153652,0.003365345],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04671914,0.00004785691,0.0005626737,0.00007062597,0.000115464,0.0007525648,0.0001461282,0.00005961668,0.9515259],"genre_scores_gemma":[0.9298255,0.00008811856,0.005708729,0.0005553247,0.0002333268,0.00008007316,0.0001382451,0.0001731421,0.06319755],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8883284,"threshold_uncertainty_score":0.9999119,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009837662949611066,"score_gpt":0.1962339862658903,"score_spread":0.1863963233162793,"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."}}