{"id":"W7112473665","doi":"","title":"Аналіз холодагентів, що використовуються в комерційному обладнанні супермаркетів, та можливості підвищення енергоефективності та зменшення впливу на довкілля","year":2024,"lang":"en","type":"article","venue":"The Scientific Issues of Ternopil Volodymyr Hnatiuk National Pedagogical University Series pedagogy","topic":"Refrigeration and Air Conditioning Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Montreal Protocol; Refrigerant; Refrigeration; Coefficient of performance; Global warming; Ozone layer","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001029762,0.0005769251,0.000592795,0.000998563,0.001026679,0.0006803599,0.001779696,0.0004054844,0.001981711],"category_scores_gemma":[0.0003392272,0.0004881405,0.0003917968,0.001590775,0.001857399,0.001450679,0.0005484378,0.0007790324,0.0006737676],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004071257,"about_ca_system_score_gemma":0.0003677763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001013656,"about_ca_topic_score_gemma":0.0002117616,"domain_scores_codex":[0.9958336,0.000186852,0.000713155,0.0009388449,0.001589745,0.0007378237],"domain_scores_gemma":[0.9976978,0.0004264163,0.0001666956,0.000795396,0.0007301531,0.0001835796],"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":[0.0003221048,0.0004057865,0.0005957457,0.0008057465,0.0008858085,0.0003386184,0.009405678,0.01464787,0.02218818,0.7625058,0.177281,0.01061769],"study_design_scores_gemma":[0.0006955728,0.0002388309,0.001835742,0.0001929877,0.0001187822,0.00009360201,0.006525065,0.0168896,0.006992833,0.0197145,0.9457888,0.000913662],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8457217,0.006416788,0.007286657,0.03012202,0.008495244,0.001666527,0.001508567,0.006659402,0.09212311],"genre_scores_gemma":[0.9074936,0.000459884,0.001471545,0.00009877574,0.0003592316,0.00001237648,0.0003544386,0.00006198385,0.08968816],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7685078,"threshold_uncertainty_score":0.9997571,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04599256210611913,"score_gpt":0.3066134368322677,"score_spread":0.2606208747261485,"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."}}