{"id":"W4380483287","doi":"10.1016/j.apenergy.2023.121291","title":"Integrated community energy and harvesting systems: A climate action strategy for cold climates","year":2023,"lang":"en","type":"article","venue":"Applied Energy","topic":"Integrated Energy Systems Optimization","field":"Engineering","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University; McMaster University","funders":"","keywords":"Environmental science; Fossil fuel; Electricity; Thermal energy storage; Process engineering; Engineering; Waste management; Electrical engineering; Ecology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002152988,0.0005914741,0.0002646011,0.0006821345,0.002107468,0.002443991,0.001976283,0.001549753,0.006226489],"category_scores_gemma":[0.001715877,0.0001742543,0.0005815468,0.0007578987,0.001308524,0.003279611,0.005753873,0.001548543,0.0005834344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001694529,"about_ca_system_score_gemma":0.004557554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006088982,"about_ca_topic_score_gemma":0.01173199,"domain_scores_codex":[0.9991798,0.0002789361,0.00001328773,0.00009022377,0.0002138883,0.0002238326],"domain_scores_gemma":[0.9989747,0.0001198356,0.00008476408,0.0001036606,0.0002740752,0.000443068],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0006786902,0.001543193,0.01045869,0.0009917774,0.0001832415,0.001473659,0.00416113,0.09038579,0.031548,0.3526308,0.06186605,0.444079],"study_design_scores_gemma":[0.0004138122,0.00177815,0.01347368,0.0005831202,0.0001499179,0.0008010538,0.01236571,0.1765247,0.01789532,0.1946492,0.581166,0.0001993761],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.2841467,0.00330103,0.4759125,0.04241238,0.001472362,0.001369789,0.0003475315,0.003601198,0.1874366],"genre_scores_gemma":[0.9195262,0.0008429962,0.05966335,0.002557534,0.0001336556,0.0002926813,0.0001990976,0.0001370874,0.01664734],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.006226489,"threshold_uncertainty_score":0.02082968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03368625206951254,"score_gpt":0.2390607587117071,"score_spread":0.2053745066421946,"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."}}