{"id":"W4390034445","doi":"10.55908/sdgs.v11i12.1791","title":"Experimental Analysis of the Dual Source Heat Pump with Varying Water Temperature","year":2023,"lang":"en","type":"article","venue":"Journal of Law and Sustainable Development","topic":"Refrigeration and Air Conditioning Technologies","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Emera (Canada)","funders":"","keywords":"Coefficient of performance; Heat pump; Air source heat pumps; Relative humidity; Power consumption; Gas compressor; Environmental science; Power (physics); Thermodynamics; Materials science; Mechanics; Physics; Heat exchanger","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001819266,0.00007640151,0.0001605903,0.0002008026,0.0001863205,0.0000559552,0.0000712449,0.00003979543,0.00001437685],"category_scores_gemma":[0.000004602244,0.00003923667,0.00004293671,0.0003424969,0.00004041432,0.0001185649,0.00004948186,0.0001098198,5.05207e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006016745,"about_ca_system_score_gemma":0.00003150996,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000003998558,"about_ca_topic_score_gemma":0.000001494514,"domain_scores_codex":[0.9994029,0.00001184167,0.0002082643,0.00005132048,0.0001644345,0.0001612781],"domain_scores_gemma":[0.9997802,0.00001161823,0.00002804476,0.00006844458,0.00008627364,0.00002536415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.000114262,0.000116855,0.003427613,0.0003931048,0.004653235,0.0006088272,0.02834229,0.6905216,0.2530446,0.01588299,0.002233339,0.0006613334],"study_design_scores_gemma":[0.0004902125,0.00006474325,0.002812557,0.00006013298,0.0001108427,0.00005574476,0.0110694,0.001733703,0.9625794,0.0001155303,0.02073834,0.0001694179],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998666,0.0001029083,0.0002204181,0.0002372779,0.00004016661,0.000047961,4.065587e-7,0.00004762646,0.0006371975],"genre_scores_gemma":[0.9988242,0.000009738616,0.0003276249,0.00004434031,0.000009811605,0.000003855299,0.000003265002,0.000007145999,0.0007699576],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7095348,"threshold_uncertainty_score":0.1600025,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00572300056845001,"score_gpt":0.2006828487901941,"score_spread":0.1949598482217441,"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."}}