{"id":"W7131915839","doi":"","title":"BUHAR SIKIŞTIRMALI SOĞUTMA SİSTEMLERİNDE R123'E ALTERNATİF OLARAK DÜŞÜK KÜRESEL ISINMA POTANSİYEL SOĞUTUCU AKIŞKANLARIN TERMODİNAMİK ANALİZİ","year":2021,"lang":"tr","type":"article","venue":"Kocaeli Üniversitesi - AVESİS","topic":"Refrigeration and Air Conditioning Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Work (physics); Context (archaeology)","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","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.0004929191,0.001463762,0.001429487,0.001076853,0.001169921,0.001255675,0.001741522,0.001236464,0.003835772],"category_scores_gemma":[0.0003040038,0.001742635,0.0008689037,0.001781589,0.0004695552,0.001896782,0.0009864214,0.001699614,0.002553875],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001083258,"about_ca_system_score_gemma":0.0004230841,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002992447,"about_ca_topic_score_gemma":0.0001335519,"domain_scores_codex":[0.9933099,0.0002751387,0.001368879,0.001833869,0.001304341,0.001907932],"domain_scores_gemma":[0.9959652,0.0002377839,0.0005005184,0.001930955,0.000752422,0.000613144],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006678708,0.003196541,0.04048924,0.004611555,0.009193655,0.02346451,0.01189397,0.01644219,0.4403448,0.1005417,0.2945999,0.05455396],"study_design_scores_gemma":[0.01417288,0.001147155,0.1321552,0.003677767,0.002151511,0.001591634,0.01459129,0.1917573,0.2003773,0.008086284,0.4191923,0.01109932],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9094945,0.006410182,0.02091583,0.00684452,0.003617815,0.001344838,0.001378979,0.004114548,0.04587885],"genre_scores_gemma":[0.9663697,0.001765437,0.01022391,0.0009305603,0.0007322846,0.00003496373,0.0007982222,0.0002861544,0.01885875],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2399675,"threshold_uncertainty_score":0.9998112,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01226986590046466,"score_gpt":0.2123426018059736,"score_spread":0.200072735905509,"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."}}