{"id":"W6992612743","doi":"","title":"ManagementPractical Aspects of Aqua Ammonia as Secondary Refrigerant in Ice Rinks","year":2021,"lang":"en","type":"other","venue":"KTH Publication Database DiVA (KTH Royal Institute of Technology)","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Refrigerant; Ammonia; Refrigeration; Evaporation; Flash evaporation; Energy requirement","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":[0.0005118643,0.0003183818,0.000249,0.0003467114,0.0005343388,0.0009100279,0.0006258902,0.0004235628,0.002545379],"category_scores_gemma":[0.000573948,0.0001271338,0.000254767,0.0003163265,0.0003597119,0.0006349791,0.000458914,0.0002462256,0.0008104151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006680517,"about_ca_system_score_gemma":0.0004671935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001608186,"about_ca_topic_score_gemma":0.002522736,"domain_scores_codex":[0.9994836,0.0001281834,0.00003567049,0.0000638917,0.0002150816,0.00007357235],"domain_scores_gemma":[0.9996703,0.00006547636,0.00006814753,0.00003584669,0.0001402229,0.00001994647],"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":[0.001072311,0.0003771036,0.01573871,0.001275662,0.00003844407,0.001714491,0.00114075,0.004438629,0.7951369,0.002481323,0.004780783,0.1718049],"study_design_scores_gemma":[0.00002482677,0.001698147,0.01961805,0.0001512207,0.00007465036,0.002456065,0.001473448,0.01006797,0.8851132,0.00135929,0.07791446,0.00004876544],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9380921,0.009236208,0.02451634,0.001668387,0.0002183456,0.0002277867,0.0003661048,0.000437245,0.02523753],"genre_scores_gemma":[0.9762466,0.002906377,0.01011078,0.0001588125,0.00008482941,0.00007821144,0.0002266747,0.00006009835,0.0101275],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.002545379,"threshold_uncertainty_score":0.008515179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02062386839156474,"score_gpt":0.2954914693662246,"score_spread":0.2748676009746599,"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."}}