{"id":"W4388255685","doi":"10.1016/j.est.2023.109443","title":"Developing a framework to evaluate the life cycle energy and greenhouse gas emissions of space heating systems using zeolite 13× as an adsorbent material","year":2023,"lang":"en","type":"article","venue":"Journal of Energy Storage","topic":"Solar Thermal and Photovoltaic Systems","field":"Energy","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada; University of Alberta","keywords":"Greenhouse gas; Environmental science; Photovoltaic system; Fossil fuel; Waste management; Environmental engineering; Life-cycle assessment; Solar energy; Process engineering; Thermal energy storage; Engineering; Thermodynamics; Electrical engineering; Physics; Production (economics)","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":[0.001176853,0.0002697704,0.0005791429,0.0002827252,0.0002925835,0.0001349046,0.0003699731,0.0001792878,0.00005174791],"category_scores_gemma":[0.0004332923,0.0001875937,0.0001359502,0.0006040129,0.00005016859,0.0002098017,0.0001667753,0.0001761041,0.000002802426],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001225829,"about_ca_system_score_gemma":0.0002531925,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02457005,"about_ca_topic_score_gemma":0.000493157,"domain_scores_codex":[0.9971412,0.0006435917,0.0009152812,0.0002411328,0.0006456062,0.0004132233],"domain_scores_gemma":[0.9979771,0.0003207734,0.000669851,0.0003698126,0.0002568769,0.00040563],"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":[0.0008325914,0.0001136798,0.001140135,0.0001850142,0.0006712412,0.0003006642,0.005743059,0.7357337,0.1793686,0.07178178,0.000353858,0.003775646],"study_design_scores_gemma":[0.006974518,0.004585268,0.01069338,0.01750793,0.00143069,0.005236612,0.03001641,0.5399038,0.1419091,0.04942147,0.1879819,0.004338828],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907343,0.0006999651,0.006248959,0.0002119594,0.001727719,0.00007495513,0.00001158669,0.00005214689,0.0002384009],"genre_scores_gemma":[0.9970578,0.0001262696,0.0008234194,0.0002633214,0.001423748,0.00001047771,0.000004223615,0.00007315996,0.0002175907],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1958299,"threshold_uncertainty_score":0.9819254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03699319018266164,"score_gpt":0.2956191152927616,"score_spread":0.2586259251101,"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."}}