{"id":"W7034698730","doi":"","title":"Waterton Lakes National Park: Moving Towards Ecosystem Management","year":2009,"lang":"en","type":"article","venue":"Digital Library Of The Commons Repository (Indiana University)","topic":"Freshwater macroinvertebrate diversity and ecology","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Terminology; Ecosystem; Resource (disambiguation); Resource management (computing); Ecosystem management; Land management; Ecosystem approach; Land use; Natural resource","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001635491,0.000267677,0.0001569803,0.0005174791,0.004211707,0.00633905,0.001171215,0.003204088,0.04188272],"category_scores_gemma":[0.00134415,0.0002892237,0.0001397033,0.00115925,0.002751418,0.00437165,0.004257121,0.002901103,0.00393841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004100893,"about_ca_system_score_gemma":0.01713687,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1888762,"about_ca_topic_score_gemma":0.4610296,"domain_scores_codex":[0.9992162,0.0001447166,0.00002742752,0.00009393974,0.0003654768,0.0001522567],"domain_scores_gemma":[0.9991825,0.00009466421,0.0000428239,0.00003825539,0.0001612342,0.0004804061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.00001371759,0.00003758992,0.004187406,0.0002101538,0.000005116742,0.0004739951,0.002010634,0.0001382125,0.0008247976,0.0443975,0.8028236,0.1448773],"study_design_scores_gemma":[0.000006498553,0.000007314412,0.003822225,0.0001290444,0.000001950896,0.00007529226,0.001037326,0.0000807473,0.0001072988,0.001987883,0.9927374,0.000007056683],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.01492014,0.02569983,0.002332686,0.6231576,0.004491299,0.0001239499,0.0007937154,0.0006106967,0.3278701],"genre_scores_gemma":[0.09751584,0.03869992,0.01592569,0.09824822,0.001460757,0.000243177,0.001199227,0.0002167507,0.7464904],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8111238,"threshold_uncertainty_score":0.3755535,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00538297912972075,"score_gpt":0.145472058227977,"score_spread":0.1400890790982563,"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."}}