{"id":"W7139572211","doi":"","title":"Urban Ecology & Conservation Symposium 2006: 4th Annual -- Fostering Science and Nature in the City (Abstracts)","year":2006,"lang":"","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":"","keywords":"Metropolitan area; Urban ecology; Urban ecosystem; Government (linguistics); State (computer science); Principal (computer security); Citizen science; Local government","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":[0.002113306,0.0002986093,0.000258477,0.0004051699,0.0009766847,0.0003090758,0.0007111068,0.0002530239,0.00008157748],"category_scores_gemma":[0.00006429388,0.0002653765,0.00004538847,0.001248739,0.0008731053,0.001610297,0.0003494466,0.001067712,0.00002499767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003461811,"about_ca_system_score_gemma":0.0001667466,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001724659,"about_ca_topic_score_gemma":0.00242713,"domain_scores_codex":[0.9973089,0.0002189438,0.000335449,0.0007700425,0.0006552618,0.0007114155],"domain_scores_gemma":[0.9989913,0.0001699199,0.0002493804,0.000340667,0.00008069651,0.0001679969],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001536288,0.0001797838,0.9719465,0.00001816752,0.00001443301,0.0008670333,0.003205182,0.0005086329,0.001995268,0.0001489808,0.02051648,0.0004458813],"study_design_scores_gemma":[0.0008789196,0.0001499391,0.8409743,0.00002495036,0.00004590031,0.00005653538,0.001453715,0.0006365842,0.0002016813,0.00004232401,0.1552212,0.0003139738],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9722861,0.0001395603,0.00002971498,0.000878225,0.0002105996,0.0003746839,0.0002251303,0.00002708747,0.02582889],"genre_scores_gemma":[0.9938298,0.0001459709,0.0000573332,0.0003823551,0.00004907041,7.312627e-7,0.00003110919,0.00001098976,0.00549257],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1347047,"threshold_uncertainty_score":0.9999799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007172428890134152,"score_gpt":0.1825670087467109,"score_spread":0.1753945798565768,"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."}}