{"id":"W4251958724","doi":"10.5539/jsd.v1n3p0","title":"Journal of Sustainable development, Vol. 1, No. 3, November 2008, all in one file","year":2009,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Shanghai Leading Academic Discipline Project; Universiti Sains Malaysia; National Natural Science Foundation of China","keywords":"Sustainable development; Development (topology); Computer science; Biology; Mathematics; Ecology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008123538,0.0006128632,0.0006458625,0.002228247,0.001134838,0.005199116,0.0009270399,0.001024682,0.3699813],"category_scores_gemma":[0.005872922,0.0003052232,0.0003845812,0.003856398,0.0005179881,0.00272875,0.002016978,0.001070579,0.1798404],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009276263,"about_ca_system_score_gemma":0.002656071,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003261931,"about_ca_topic_score_gemma":0.008300484,"domain_scores_codex":[0.9992262,0.00009249415,0.00005449728,0.00005749147,0.0005162045,0.00005294136],"domain_scores_gemma":[0.9979981,0.0003140664,0.00009843955,0.0002619273,0.001127481,0.0002001082],"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":[0.00002331824,0.00003999193,0.0008753579,0.00031999,0.00001165506,0.00007008549,0.00009346029,0.0001542724,0.0002938744,0.00596679,0.7856057,0.2065455],"study_design_scores_gemma":[0.000003449136,0.00001134199,0.001005448,0.0001758779,0.000005098343,0.0001201429,0.0001642448,0.0001090274,0.0001990352,0.001553063,0.9966468,0.000006509577],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003228873,0.0164304,0.003402978,0.02142528,0.01528481,0.0002054745,0.005850775,0.00109955,0.9330719],"genre_scores_gemma":[0.01838826,0.02007017,0.004099117,0.001931642,0.00184543,0.00007789663,0.004142596,0.0006311045,0.9488138],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6300187,"threshold_uncertainty_score":0.8986452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009916934789534858,"score_gpt":0.2050466175424812,"score_spread":0.1951296827529463,"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."}}