{"id":"W1878013532","doi":"","title":"Sustainable Yellow Springs : Energy & Waste [presentation]","year":2006,"lang":"en","type":"article","venue":"The Knowledge Bank (The Ohio State University)","topic":"Sustainable Development and Environmental Policy","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Spring (device); Quarter (Canadian coin); Presentation (obstetrics); Environmental planning; Sustainable development; Sustainability; Sustainable energy; Engineering; Geography; Political science; Renewable energy; Archaeology","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":[0.0002385799,0.0002200111,0.0001307849,0.0001083696,0.0008992511,0.0000621369,0.0007811316,0.00004660858,0.001149184],"category_scores_gemma":[0.00000990918,0.0001543299,0.00008930049,0.0008925686,0.0005623643,0.0004050767,0.0008522774,0.0001391551,0.001023248],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007592288,"about_ca_system_score_gemma":0.00003727351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004421965,"about_ca_topic_score_gemma":0.001061396,"domain_scores_codex":[0.9984947,0.0001346233,0.0001576519,0.0003168708,0.0002398367,0.0006562987],"domain_scores_gemma":[0.9993207,0.00009570223,0.00009032397,0.0003928636,0.00001702341,0.00008338747],"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":[0.0007866924,0.001711553,0.04978417,0.0001729471,0.0004185858,0.00136493,0.04001021,0.07055489,0.011504,0.2880988,0.4614808,0.07411243],"study_design_scores_gemma":[0.0005732499,0.00002893457,0.01857243,0.000005127537,0.00004113123,0.000005710579,0.007729057,0.0006890166,0.002759008,0.006229026,0.9630461,0.0003212577],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.4898385,0.00005074188,0.0005953815,0.0009239638,0.00008235297,0.0002490123,0.00000226702,0.00007466732,0.5081831],"genre_scores_gemma":[0.5571304,0.00004450571,0.00003281296,0.00007956488,0.00005490894,0.000002479106,0.000006837304,0.00001627863,0.4426322],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5015653,"threshold_uncertainty_score":0.9997639,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005530496167780763,"score_gpt":0.178823762691133,"score_spread":0.1732932665233522,"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."}}