{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":2,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":2,"direct_label_status":"direct model label, unvalidated","prediction_status":"machine_predicted_unvalidated (Codex and Gemma teacher distillation)","score_status":"score_only:v0-immature-baseline (scores rank; they never assert a category)","snapshot":{"source":"OpenAlex, pinned release, all 482 partitions","release":"2026-06-24","frame_built":"2026-07-12","author_layer_release":"2026-06-26"},"query_hash":"0f2f560211ac","filters":{"venue":"Building Energy Efficiency"}},"results":[{"id":"W2354036542","doi":"","title":"Regional Energy System Developed with Water Source Heat Pump Air Conditioning in Chongqing","year":2011,"lang":"en","type":"article","venue":"Building Energy Efficiency","topic":"Power Systems and Renewable Energy","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true},"ca_institutions":"","funders":"","keywords":"Heat pump; Air conditioning; Environmental science; Water cooling; Water heating; Central air conditioning; Yangtze river; Environmental engineering; Hydrology (agriculture); China; Waste management; Engineering; Geography; Heat exchanger; Mechanical engineering","authors":[{"name":"Ma Wei","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01596653453240359,"gpt":0.201948941185302,"spread":0.1859824066528984,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002307812,0.0002694021,0.0001606665,0.0005477131,0.0006765143,0.0006213111,0.0004944559,0.0002102366,0.01181936],"category_scores_gemma":[0.0001812754,0.0001483689,0.0003858397,0.001158009,0.0001562834,0.0004832957,0.0005706724,0.000281855,0.001047512],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002683675,"about_ca_system_score_gemma":0.003992487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06941932,"about_ca_topic_score_gemma":0.09449328,"domain_scores_codex":[0.9998417,0.00001666723,0.00001015067,0.00004268725,0.000041361,0.00004739847],"domain_scores_gemma":[0.9999084,0.000003407671,0.000006107547,0.00001546303,0.00004753051,0.0000190687],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001204022,0.0006768903,0.09790655,0.000994546,0.0003128505,0.002725058,0.00222453,0.122031,0.150805,0.06080261,0.05138303,0.508934],"study_design_scores_gemma":[0.0003836051,0.0005690301,0.2916008,0.00009857894,0.0002843017,0.000960722,0.002044027,0.09163964,0.05119008,0.005069669,0.5560011,0.0001585147],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7484584,0.0006842933,0.05493419,0.0008036764,0.0001925814,0.000917822,0.004506789,0.002341929,0.1871603],"genre_scores_gemma":[0.9267518,0.0002876614,0.01040301,0.00006485231,0.00001110109,0.0001305957,0.001626284,0.00009785051,0.06062679],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06941932,"threshold_uncertainty_score":0.1380305,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null},{"id":"W2378735476","doi":"","title":"Project Case Study on Low- temperature Hot- water Radiant Floor Heating System for Villas in Chongqing","year":2010,"lang":"en","type":"article","venue":"Building Energy Efficiency","topic":"Building Energy and Comfort Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"CAE (Canada)","funders":"","keywords":"Environmental science; Heating system; Radiant heating; Boiler (water heating); Water heating; Architectural engineering; Environmental engineering; Engineering; Waste management; Mechanical engineering; Materials science","authors":[{"name":"Xiaoyan Dai","is_ca":true},{"name":"Hvac Equipment","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.006693573668952003,"gpt":0.2227293234921803,"spread":0.2160357498232283,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008442517,0.0005898808,0.0003291169,0.0003827403,0.001949497,0.0008479773,0.001204565,0.001000961,0.006030609],"category_scores_gemma":[0.0006089386,0.0002812443,0.0004726341,0.0007441739,0.000498691,0.0006135362,0.0006147276,0.0005281528,0.0005221422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001697835,"about_ca_system_score_gemma":0.001579919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02224123,"about_ca_topic_score_gemma":0.0392385,"domain_scores_codex":[0.9993039,0.0002628868,0.00002390437,0.00008744156,0.0001261445,0.0001956299],"domain_scores_gemma":[0.9995428,0.00009729397,0.00004339487,0.0000586424,0.0001125148,0.0001453978],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"case_report","study_design_scores_codex":[0.004305241,0.009255552,0.1434063,0.003175706,0.0004138348,0.0661481,0.01863154,0.3563184,0.1780279,0.02011886,0.01463453,0.1855641],"study_design_scores_gemma":[0.0009336256,0.01294916,0.277912,0.0002898003,0.0003567883,0.009558856,0.08073875,0.3734429,0.1389707,0.003887285,0.1006303,0.0003299242],"study_design_candidate":"case_report","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9839077,0.00004924191,0.006067963,0.00009725875,0.000008279514,0.0004397649,0.0002232517,0.0000744914,0.009132084],"genre_scores_gemma":[0.990307,0.00005526625,0.002968507,0.00001084389,0.000002083184,0.00008415066,0.0001426934,0.00001703164,0.006412429],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02224123,"threshold_uncertainty_score":0.04422355,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}