{"id":"W1823231183","doi":"10.22230/jem.2003v3n1a246","title":"Protecting wetland habitat in the Cypre Watershed Planning Unit, Clayoquot Sound, Vancouver Island, British Columbia","year":2003,"lang":"en","type":"article","venue":"Journal of Ecosystems and Management","topic":"Coastal wetland ecosystem dynamics","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Coastal Health","funders":"Canadian Forest Service; U.S. Forest Service","keywords":"Wetland; Geography; Logging; Temperate rainforest; Environmental resource management; Sound (geography); Clearcutting; Ecosystem; Ecology; Environmental science; Forestry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001891607,0.0001167929,0.0002541079,0.00004147333,0.000240404,0.0004247472,0.0002166121,0.00004937931,0.000129938],"category_scores_gemma":[0.00002785442,0.0001061834,0.00006356641,0.0001819475,0.00002382325,0.000260659,0.0001055905,0.0002424442,0.000008839177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001276985,"about_ca_system_score_gemma":0.000004982604,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005340924,"about_ca_topic_score_gemma":0.7620113,"domain_scores_codex":[0.9984063,0.0002250235,0.0005399119,0.0001868283,0.000344694,0.0002972586],"domain_scores_gemma":[0.9993952,0.00005869,0.0003081939,0.000153477,0.00001267785,0.00007175054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001879476,0.00007187756,0.9782389,0.000213922,0.00005243051,0.0004054872,0.0006874767,0.002192759,0.00002902574,0.00002127841,0.01713465,0.0009333584],"study_design_scores_gemma":[0.008593877,0.00103196,0.5492106,0.002293877,0.0002403998,0.004166075,0.03307052,0.009790364,0.000009186516,0.004687893,0.385647,0.001258275],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865141,0.00009984882,0.0009770665,0.00003252081,0.000426137,0.0005928917,0.000004563951,0.000006348922,0.01134652],"genre_scores_gemma":[0.9988639,0.00004250343,0.000237984,0.00006191627,0.00004725913,0.00002071394,0.000001034121,0.00001379355,0.0007108743],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7566704,"threshold_uncertainty_score":0.8073914,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009094580835050771,"score_gpt":0.2004015356443201,"score_spread":0.1913069548092694,"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."}}