{"id":"W7070925342","doi":"","title":"Practical Aspects of Ammonia Water as Secondary Refrigerant in Ice Rinks","year":2021,"lang":"en","type":"dissertation","venue":"UPCommons institutional repository (Universitat Politècnica de Catalunya)","topic":"Conservation Techniques and Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ammonia; Refrigerant; Evaporation; Refrigeration; Flash evaporation; Ammonia production","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":[0.0007054482,0.0003888773,0.0003450393,0.000344111,0.0004269925,0.0006824938,0.0005968866,0.00039785,0.001488333],"category_scores_gemma":[0.001056575,0.00016074,0.0002927796,0.0002968892,0.0004352346,0.000816251,0.0004370423,0.0002657067,0.0004770451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003913697,"about_ca_system_score_gemma":0.0002938224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008719641,"about_ca_topic_score_gemma":0.001831148,"domain_scores_codex":[0.9993445,0.0002175055,0.00004627313,0.00008609548,0.0002349166,0.00007065062],"domain_scores_gemma":[0.999545,0.0001231893,0.00007679037,0.00004670711,0.000185802,0.00002254481],"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":[0.0006221392,0.0001089226,0.0070965,0.0006310568,0.00001677195,0.0005560118,0.0002819556,0.001235905,0.9487021,0.000449154,0.0004664565,0.03983309],"study_design_scores_gemma":[0.00001166019,0.001491287,0.0064717,0.00005111162,0.00003953651,0.0008377826,0.0005364793,0.002308673,0.9783909,0.000211288,0.009632489,0.0000171357],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.9804197,0.003154415,0.01061953,0.0004386077,0.00009026898,0.000148227,0.0001744656,0.0001447176,0.004810149],"genre_scores_gemma":[0.9869881,0.001434546,0.008900763,0.00005513232,0.00005181199,0.00004670816,0.0001054952,0.00003371232,0.002383807],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.001488333,"threshold_uncertainty_score":0.004978955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02449006456918717,"score_gpt":0.2681519834856583,"score_spread":0.2436619189164711,"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."}}