{"id":"W4318422667","doi":"10.46855/energy-proceedings-9989","title":"Biomass-Fired Organic Rankine Cycle-Based CHP for Community-Scale Applications","year":2022,"lang":"en","type":"preprint","venue":"","topic":"Thermodynamic and Exergetic Analyses of Power and Cooling Systems","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Natural Resources Canada","funders":"Natural Resources Canada","keywords":"Organic Rankine cycle; Biomass (ecology); Degree Rankine; Environmental science; Scale (ratio); Waste management; Rankine cycle; Environmental engineering; Process engineering; Electricity generation; Engineering; Power (physics); Geography; Thermodynamics; Physics; Geology; Oceanography","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001082427,0.000266436,0.0001776845,0.0003130139,0.0002453882,0.0002398659,0.0004377131,0.0002027104,0.003757623],"category_scores_gemma":[0.0001336168,0.000105221,0.0002631839,0.0005077389,0.0001468148,0.0003400367,0.0002772044,0.0002824716,0.0005894967],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004260791,"about_ca_system_score_gemma":0.0006015524,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003565188,"about_ca_topic_score_gemma":0.01141369,"domain_scores_codex":[0.9999086,0.000009329735,0.000002164693,0.00001545751,0.00004847398,0.00001593122],"domain_scores_gemma":[0.9999597,0.00001097281,0.000005942062,0.000006192825,0.00001112764,0.000006035055],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.000732434,0.000469865,0.007025682,0.001416733,0.00006139283,0.0006479421,0.0000807119,0.1913605,0.5763964,0.007447845,0.003647326,0.2107131],"study_design_scores_gemma":[0.0001607817,0.001081586,0.009475267,0.00004159197,0.00006009738,0.0002351407,0.0001697244,0.51625,0.4378073,0.002522457,0.03213573,0.00006047165],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8876467,0.001621648,0.08193197,0.0002300646,0.00007008903,0.0002124315,0.001218691,0.0009283477,0.02614007],"genre_scores_gemma":[0.9903195,0.0003083172,0.00664532,0.00001242434,0.000005289231,0.00003703532,0.0002064383,0.00001547134,0.002450158],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003757623,"threshold_uncertainty_score":0.0125705,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01234064808370289,"score_gpt":0.2417025290924597,"score_spread":0.2293618810087568,"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."}}