{"id":"W7062606303","doi":"","title":"Urban Ecology & Conservation Symposium 2011: 9th Annual (Abstracts)","year":2011,"lang":"en","type":"article","venue":"PDXScholar  (Portland State University)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","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); 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":[],"category_scores_codex":[0.0002284758,0.0001475022,0.0001604995,0.0002440435,0.0002035123,0.00003346136,0.0002675598,0.00004754848,0.06720378],"category_scores_gemma":[0.000004891943,0.0001568901,0.00006761802,0.0001591151,0.00007723992,0.0001680503,0.0001318178,0.0002723549,0.0003194731],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001567705,"about_ca_system_score_gemma":0.000149506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004070695,"about_ca_topic_score_gemma":0.0004051658,"domain_scores_codex":[0.9988997,0.00008880218,0.0001975016,0.000292954,0.000182837,0.00033822],"domain_scores_gemma":[0.9991995,0.00003560733,0.0001311486,0.0002492199,0.0001982236,0.000186307],"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":[0.0002550452,0.000490691,0.9024783,0.00002165891,0.0001677048,0.0002319636,0.001778356,0.000008672244,0.001113457,0.006465676,0.07085067,0.01613785],"study_design_scores_gemma":[0.000928056,0.0001282481,0.3303313,0.000004516037,0.00003323188,0.000001025552,0.0009134113,0.0000756137,0.0004845292,0.00009043854,0.6668198,0.0001897879],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6090395,0.000005159683,0.000321472,0.0003841257,0.0001529119,0.0002605116,0.0001299263,0.00003866707,0.3896677],"genre_scores_gemma":[0.8306344,0.00002379516,0.0003460477,0.00006682456,0.00006139263,0.000002115074,0.00013619,0.0000132534,0.168716],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5959691,"threshold_uncertainty_score":0.9336489,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01154518039091157,"score_gpt":0.1926649721270583,"score_spread":0.1811197917361467,"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."}}