{"id":"W6992798720","doi":"","title":"Modelling and Validation of Evaporation Systems; Mass & Energy Balances","year":2023,"lang":"en","type":"other","venue":"Lund University Publications Student Papers (Lund University)","topic":"Adsorption and Cooling Systems","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Evaporation; Python (programming language); Cloud computing; Data set; Measure (data warehouse); Experimental data; System of measurement; Process (computing)","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":[0.002664091,0.0009102949,0.001203116,0.0009984238,0.001090485,0.00225479,0.0017074,0.001177797,0.003985081],"category_scores_gemma":[0.003040152,0.0005623788,0.001424061,0.001448796,0.0008784721,0.00190416,0.001310137,0.001429088,0.001923138],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001869199,"about_ca_system_score_gemma":0.002211356,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009846443,"about_ca_topic_score_gemma":0.00558731,"domain_scores_codex":[0.9978837,0.0002824354,0.0001382861,0.0003323634,0.001213413,0.0001497986],"domain_scores_gemma":[0.998714,0.0004279409,0.0001228055,0.0002729406,0.0004173119,0.00004515297],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0004706732,0.000639688,0.009866581,0.002158522,0.0001648018,0.0003259486,0.0003116147,0.7823151,0.1318144,0.007563206,0.007837876,0.05653162],"study_design_scores_gemma":[0.0000770542,0.0002482705,0.004415091,0.0001047821,0.00006704393,0.0001132848,0.00007337342,0.7002611,0.2696197,0.002741257,0.02218276,0.00009632859],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"methods","genre_scores_codex":[0.600584,0.002267232,0.3379569,0.0007852721,0.0004322942,0.001772525,0.02144264,0.006182466,0.02857666],"genre_scores_gemma":[0.889642,0.001327788,0.08801936,0.0001440535,0.00004097583,0.001504162,0.006142903,0.001019113,0.01215967],"genre_candidate":"methods","genre_consensus":null,"teacher_disagreement_score":0.009846443,"threshold_uncertainty_score":0.01957828,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.011495206002583,"score_gpt":0.1848823196038767,"score_spread":0.1733871136012937,"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."}}