{"id":"W7061970878","doi":"","title":"Sustainable Yellow Springs : Economic Development & Social Equity [presentation]","year":2009,"lang":"en","type":"other","venue":"The Knowledge Bank (The Ohio State University)","topic":"Advanced Power Generation Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Equity (law); Sustainable development; Social equality; Quarter (Canadian coin); State (computer science); Spring (device); Sustainability; Social sustainability; Economic planning","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001468943,0.0003429265,0.0002672834,0.0004218827,0.0004151,0.0000636663,0.0009968752,0.0001914899,0.0005786651],"category_scores_gemma":[0.00001083071,0.0002818987,0.00008829344,0.0003360131,0.0002007986,0.0001219578,0.0004361579,0.0003586895,0.001263873],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009858481,"about_ca_system_score_gemma":0.0001816644,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003141847,"about_ca_topic_score_gemma":0.001484129,"domain_scores_codex":[0.9988976,0.00005313339,0.0001781333,0.000274204,0.0001114213,0.0004855574],"domain_scores_gemma":[0.9992986,0.00004706559,0.0001189119,0.0004414594,0.00005078303,0.00004317099],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002215832,0.00004141368,0.000007033252,0.0001904058,0.0003982214,0.000025701,0.006820314,0.007464694,0.0001099362,0.02864478,0.9004781,0.05579729],"study_design_scores_gemma":[0.000247625,0.000006381502,0.0000316192,0.00001866182,0.00003778701,0.000001014905,0.0008101013,0.0001468466,0.0006430521,0.0008750984,0.996834,0.0003477564],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0006836906,0.0004944216,0.01650915,0.0002210784,0.0003957116,0.0005727595,0.00002031428,0.001677024,0.9794258],"genre_scores_gemma":[0.003399109,0.000411192,0.0008956662,0.00001447975,0.0001799702,0.000004675023,0.0000347491,0.0001973575,0.9948628],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.096356,"threshold_uncertainty_score":0.9999633,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0155086324501404,"score_gpt":0.2347053619642053,"score_spread":0.2191967295140649,"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."}}