{"id":"W2003686334","doi":"10.1109/oceans.2014.7003256","title":"Thermal energy from transcritical CO<inf>2</inf> heat pumps for small marine applications","year":2014,"lang":"en","type":"article","venue":"","topic":"Refrigeration and Air Conditioning Technologies","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Memorial University of Newfoundland","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Refrigerant; Heat pump; Global-warming potential; Environmental science; Seawater; Geothermal energy; Heat exchanger; Transcritical cycle; Geothermal gradient; Modelica; Process engineering; Computer science; Meteorology; Greenhouse gas; Thermodynamics; Engineering; Physics; Oceanography; Simulation; Geology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00008395342,0.0002100036,0.0002244943,0.00009574721,0.000151247,0.0001006349,0.0002631042,0.0002020788,0.0008479612],"category_scores_gemma":[0.00003283095,0.0001947676,0.0001145379,0.0001091861,0.00008170686,0.0001086782,0.00002738581,0.0001208528,0.0000824443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003454893,"about_ca_system_score_gemma":0.00001331106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003915585,"about_ca_topic_score_gemma":0.0001764505,"domain_scores_codex":[0.9989925,0.00001736702,0.0002990807,0.0002639826,0.000115798,0.0003112621],"domain_scores_gemma":[0.9992342,0.0002007142,0.00001336848,0.0004039693,0.00005822038,0.00008951226],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001734454,0.00009876596,0.0001655147,0.00005773581,0.000113242,0.000001448684,0.00005778504,0.01197003,0.1708042,0.7325859,0.006827069,0.07730091],"study_design_scores_gemma":[0.001045065,0.00009967489,0.001504221,0.0000184512,0.00004669484,0.000003430202,0.00002909911,0.2573276,0.1086995,0.01873048,0.6119311,0.0005646641],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.02702542,0.00008196844,0.894506,0.001697999,0.0001397175,0.0003161406,0.00008433208,0.002356731,0.07379173],"genre_scores_gemma":[0.9754322,0.00005174046,0.02166061,0.0003822427,0.0002400023,0.000678564,0.0004886072,0.00005014636,0.001015871],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9484068,"threshold_uncertainty_score":0.9284581,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01009624755073054,"score_gpt":0.2076568019873332,"score_spread":0.1975605544366026,"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."}}