{"meta":{"page":1,"per_page":50,"max_per_page":100,"total":1,"total_is_capped":false,"direct_labels_cover":0,"predictions_cover":1,"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":"05b6822b8878","filters":{"venue":"10th International Conference on Healthy Buildings 2012"}},"results":[{"id":"W2569056517","doi":"","title":"Indoor thermal environment and energy saving by reducing heating/cooling capacity of air conditioner at home","year":2012,"lang":"en","type":"article","venue":"10th International Conference on Healthy Buildings 2012","topic":"Energy and Environmental Systems","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false},"ca_institutions":"Optech (Canada)","funders":"","keywords":"Air conditioning; Environmental science; Thermal comfort; Room air distribution; Cooling capacity; Energy (signal processing); Passive cooling; Thermal; Waste management; Meteorology; Engineering; Geography; Mechanical engineering","authors":[{"name":"Tetsuya Kanda","is_ca":false},{"name":"T. Akimoto","is_ca":false},{"name":"Kiyomori Kanou","is_ca":false},{"name":"Shinya Tazawa","is_ca":true},{"name":"Yasukazu Kawaraguchi","is_ca":true}],"retraction":null,"screen_n_in":null,"score":{"opus":0.03703111336889366,"gpt":0.2858763500776834,"spread":0.2488452367087898,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0006978374,0.000150628,0.000194513,0.00007505922,0.0004467842,0.00002372959,0.0001876939,0.0001291455,0.001443003],"category_scores_gemma":[0.00003585622,0.0001498768,0.00004463231,0.00004637654,0.0002897798,0.0004789594,0.00009058834,0.0001448793,0.00002369595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004619076,"about_ca_system_score_gemma":0.00003112284,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007625104,"about_ca_topic_score_gemma":0.000116482,"domain_scores_codex":[0.9983155,0.0001643165,0.0003430166,0.0002452948,0.0005237852,0.0004080868],"domain_scores_gemma":[0.9991939,0.0001168507,0.0002886187,0.0001103744,0.00002716961,0.000263061],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002876618,0.0004063622,0.1263682,0.00006332496,0.0001196409,0.000001327682,0.018033,0.0004202834,0.1087256,0.7338092,0.001958258,0.009807259],"study_design_scores_gemma":[0.004617746,0.001151118,0.2790437,0.001411516,0.0001112273,0.00005500661,0.01601305,0.001773545,0.07220075,0.004670395,0.6159676,0.002984338],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9818875,0.0003221485,0.0002414118,0.001082956,0.000604535,0.00007945897,0.00004853573,0.00002497436,0.01570854],"genre_scores_gemma":[0.9966792,0.0004478845,0.0002630209,0.000477803,0.0003939891,0.00002796701,0.00002991074,0.00001438573,0.001665838],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7291387,"threshold_uncertainty_score":0.9994698,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}