{"id":"W7015976123","doi":"","title":"Urban Ecology & Conservation Symposium 2011: 9th Annual (Abstracts)","year":2011,"lang":"en","type":"article","venue":"PDXScholar  (Portland State University)","topic":"Urban Planning and Landscape Design","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"U.S. Forest Service; U.S. Fish and Wildlife Service; Washington State University; U.S. Department of Energy","keywords":"Metropolitan area; Urban ecology; Urban ecosystem; Government (linguistics); State (computer science); Principal (computer security); Local government; 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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003102151,0.0001669674,0.0001621038,0.0001260707,0.0002421672,0.00002457083,0.000281477,0.0001085423,0.002500972],"category_scores_gemma":[0.00001697857,0.0001679837,0.00005514795,0.0001862459,0.0001217565,0.0006175616,0.00009685793,0.000252581,0.001826397],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000980488,"about_ca_system_score_gemma":0.00002810569,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001244934,"about_ca_topic_score_gemma":0.0009078919,"domain_scores_codex":[0.9988282,0.000106916,0.0001771517,0.0003616042,0.0001807929,0.0003453072],"domain_scores_gemma":[0.9993421,0.00003544689,0.0001456955,0.0002525199,0.00002610541,0.0001981035],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001233014,0.0001073008,0.7272231,0.000004124701,0.00003017009,0.0002514441,0.002116736,0.00007072247,0.0005169143,0.00004587382,0.2693581,0.0001522424],"study_design_scores_gemma":[0.0004005546,0.00007258668,0.474468,0.000003040876,0.00002856347,0.00001281188,0.0001359049,0.00003816321,0.000120792,0.00002041193,0.5245205,0.0001787304],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8974313,0.00001096371,0.0003840144,0.0001286027,0.0002262431,0.0001547015,0.00008837764,0.0001098271,0.101466],"genre_scores_gemma":[0.8909149,0.00005295993,0.0008860933,0.0002378532,0.00002871014,8.152926e-7,0.0001369753,0.00001923335,0.1077225],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2551624,"threshold_uncertainty_score":0.9989508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01483901585958957,"score_gpt":0.168766696963643,"score_spread":0.1539276811040534,"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."}}