{"id":"W2368183463","doi":"","title":"Residential quarter syntheses energy saving measure analysis","year":2002,"lang":"en","type":"article","venue":"Journal of Heilongjiang Hydraulic Engineering College","topic":"Power Systems and Renewable Energy","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Measure (data warehouse); Quarter (Canadian coin); Energy (signal processing); Engineering; Environmental science; Computer science; Statistics; Mathematics; Geography; Data mining","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":[0.0004707283,0.000349048,0.0008908132,0.001164462,0.0001259155,0.00009471192,0.0004748639,0.0002156655,0.0005563918],"category_scores_gemma":[0.0002428769,0.0002968035,0.0007414686,0.001376016,0.00002816787,0.0003830196,0.00004871722,0.0002881034,0.00002009987],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001995831,"about_ca_system_score_gemma":0.00003756501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007082538,"about_ca_topic_score_gemma":0.0007157962,"domain_scores_codex":[0.9973148,0.0001231546,0.001016619,0.0002674904,0.0007528829,0.0005251237],"domain_scores_gemma":[0.9983611,0.0002349685,0.0004502623,0.0004365103,0.0002109084,0.0003062314],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006425119,0.0002357702,0.0005146893,0.00008894724,0.005486947,0.001624394,0.0004829726,0.945699,0.0113664,0.006022069,0.02559157,0.002822987],"study_design_scores_gemma":[0.002410225,0.0005935871,0.005259097,0.001272541,0.002971911,0.001858919,0.0007673175,0.1794417,0.008261139,0.0001769984,0.7950278,0.001958793],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4326211,0.07986344,0.2794434,0.00622615,0.02066769,0.0005806029,0.0001260876,0.001395731,0.1790759],"genre_scores_gemma":[0.995135,0.0001424169,0.0008323779,0.00008078155,0.001231003,0.000005885029,0.00000155318,0.00006485816,0.002506144],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7694362,"threshold_uncertainty_score":0.9999484,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009644291101085972,"score_gpt":0.1900425829027016,"score_spread":0.1803982918016156,"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."}}