{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001532033,0.0006130431,0.0005819918,0.002413095,0.001918784,0.00500791,0.0009731575,0.001436176,0.02632322],"category_scores_gemma":[0.003460985,0.0008129621,0.0008380912,0.002343292,0.002619244,0.003020318,0.001423845,0.001770214,0.0089415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001583922,"about_ca_system_score_gemma":0.003506606,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005468932,"about_ca_topic_score_gemma":0.008364005,"domain_scores_codex":[0.9981562,0.0002766633,0.0001178334,0.000402745,0.0008405725,0.0002059632],"domain_scores_gemma":[0.9978949,0.0005059144,0.0002601859,0.0003044189,0.000869652,0.0001648715],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0004590568,0.0002163185,0.00979049,0.002710956,0.0001055467,0.003004687,0.004663662,0.003633526,0.1219561,0.2803341,0.02516699,0.5479585],"study_design_scores_gemma":[0.00004587399,0.0001913647,0.008628778,0.0005113364,0.0001020034,0.002609159,0.003028915,0.002520925,0.05437124,0.06294533,0.8648639,0.0001813594],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1434043,0.06086627,0.2773986,0.009664536,0.003843293,0.0007663914,0.004117283,0.001475926,0.4984634],"genre_scores_gemma":[0.6609845,0.04150279,0.180798,0.00124549,0.0009287783,0.0009755845,0.002089284,0.0007775427,0.110698],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02632322,"threshold_uncertainty_score":0.08805996,"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."}}