{"id":"W2601556425","doi":"10.1504/ijep.1996.028277","title":"Solar–powered Stirling engines: a low–cost possibility for village power, pumping and cooling","year":2014,"lang":"en","type":"article","venue":"IRIS Research product catalog (Sapienza University of Rome)","topic":"Advanced Thermodynamic Systems and Engines","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Stirling engine; Air conditioning; Stirling cycle; Heat engine; Automotive engineering; Solar energy; Solar power; Thermodynamic cycle; Battery (electricity); Internal combustion engine cooling; Engineering; Refrigeration; Environmental science; Power (physics); Mechanical engineering; Electrical engineering; Physics; Thermodynamics; Combustion","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001637645,0.0002264946,0.0004150273,0.0003582927,0.0003368989,0.00003918055,0.0003965598,0.0001168583,0.00001501901],"category_scores_gemma":[0.0006023719,0.0002556197,0.00009027014,0.000417204,0.0002677295,0.0003827534,0.0001757005,0.000341252,0.00001032458],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001824523,"about_ca_system_score_gemma":0.00005220046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002671024,"about_ca_topic_score_gemma":0.0001011064,"domain_scores_codex":[0.998096,0.00009523275,0.0002559858,0.0005377198,0.0003440317,0.0006710672],"domain_scores_gemma":[0.9983839,0.0003503023,0.00006135778,0.0005976926,0.0004080747,0.0001986575],"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":[0.001598164,0.000645276,0.004969827,0.01575891,0.001191671,0.0001205763,0.03720448,0.2024973,0.5684667,0.003533661,0.00284164,0.1611717],"study_design_scores_gemma":[0.009880837,0.001035888,0.02957849,0.002591572,0.0001315463,0.0001359085,0.01690125,0.7463771,0.03272067,0.003698796,0.1535313,0.003416647],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8482634,0.0009239086,0.1487822,0.00006393121,0.0002661954,0.001003662,0.0001121735,0.0002230137,0.000361489],"genre_scores_gemma":[0.9968062,0.0001754977,0.00262941,0.000003041872,0.0001141112,0.000004270977,0.00004788625,0.00004703964,0.0001725368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5438797,"threshold_uncertainty_score":0.9999896,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0231199153522734,"score_gpt":0.2726284152335963,"score_spread":0.2495084998813229,"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."}}