{"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":"237b3211d152","filters":{"venue":"The Proceedings of the Symposium on Stirlling Cycle"}},"results":[{"id":"W2728752291","doi":"10.1299/jsmessc.2001.5.119","title":"D02 Study on the practical refrigeration system with a pulse tube refrigerator","year":2001,"lang":"en","type":"article","venue":"The Proceedings of the Symposium on Stirlling Cycle","topic":"Advanced Thermodynamic Systems and Engines","field":"Engineering","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":"Refrigeration; Pulse tube refrigerator; Refrigerant; Refrigerator car; Heat exchanger; Tube (container); Vapor-compression refrigeration; Cryocooler; Cooling capacity; Gas compressor; Environmental science; Stirling engine; Mechanical engineering; Regenerative heat exchanger; Nuclear engineering; Computer science; Engineering","authors":[{"name":"Makoto Nohtomi","is_ca":false},{"name":"Masafumi Katsuta","is_ca":false}],"retraction":null,"screen_n_in":null,"score":{"opus":0.01168763740851308,"gpt":0.2268004428245236,"spread":0.2151128054160105,"validation_status":"score_only:v0-immature-baseline"},"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00057279,0.0002964194,0.000600129,0.0003541363,0.0008880825,0.0009037512,0.0006667709,0.000836115,0.003059964],"category_scores_gemma":[0.0006545719,0.0002352421,0.0007082566,0.0003322376,0.0004408733,0.001617771,0.0004049101,0.0003838789,0.0005433391],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006519004,"about_ca_system_score_gemma":0.0005911737,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002481974,"about_ca_topic_score_gemma":0.001050174,"domain_scores_codex":[0.9992933,0.0001409251,0.00003310205,0.0001366177,0.0003230413,0.00007293978],"domain_scores_gemma":[0.9997911,0.00004462987,0.00001191072,0.00002364274,0.0001129465,0.00001577678],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001426361,0.0003477381,0.01793238,0.004713777,0.0002031854,0.001805166,0.002198523,0.07682367,0.6330246,0.04979508,0.01515297,0.1965765],"study_design_scores_gemma":[0.0002702301,0.00599608,0.02024379,0.0003182321,0.0003406051,0.002370813,0.001478366,0.5645289,0.2559563,0.006909045,0.1412869,0.0003008654],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7336729,0.02106362,0.1730458,0.002281557,0.0008984823,0.0006674906,0.0003680166,0.0008895246,0.06711244],"genre_scores_gemma":[0.9730678,0.002923886,0.0156602,0.0001153408,0.0002330638,0.0001164544,0.0001413029,0.00005131942,0.007690661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003059964,"threshold_uncertainty_score":0.01023656,"prediction_status":"machine_predicted_unvalidated"},"labels":[],"label_agreement":null}]}