{"id":"W3201298944","doi":"10.32393/csme.2021.211","title":"Performane Of A Modified Drive Mechanism On A Low Temperature Differential Stirling Engine","year":2021,"lang":"en","type":"article","venue":"Progress in Canadian Mechanical Engineering. Volume 4","topic":"Advanced Thermodynamic Systems and Engines","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Stirling engine; Stirling cycle; Mechanism (biology); Heat engine; Differential (mechanical device); Automotive engineering; Computer science; Mechanical engineering; Physics; Engineering; Thermodynamics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00012951,0.0003791809,0.0005313531,0.0003497836,0.00003852872,0.00003656197,0.0002545993,0.0003237781,0.0001017781],"category_scores_gemma":[0.00006539128,0.0004105126,0.0001216158,0.0004598117,0.00001952771,0.0001014503,0.00003651804,0.0005719414,0.00001116776],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00039389,"about_ca_system_score_gemma":0.0001218028,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009297208,"about_ca_topic_score_gemma":0.005711087,"domain_scores_codex":[0.9980743,0.00001955735,0.0004709387,0.0003547169,0.0002722816,0.0008082379],"domain_scores_gemma":[0.9989825,0.00004031202,0.00003598549,0.0004046218,0.00008189273,0.0004546516],"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":[0.00002623799,0.00009633195,0.0001002719,0.001008162,0.0001855161,0.0004582632,0.0003121131,0.918267,0.03480802,0.03501849,0.0000539465,0.009665699],"study_design_scores_gemma":[0.0005958573,0.00006117678,0.0003644763,0.0004858447,0.00001469402,0.00003343948,0.00003577817,0.981326,0.01608626,0.0002025928,0.0003423833,0.0004514375],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9790955,0.001260455,0.01672094,0.0001016851,0.001738854,0.0004093506,0.0001355221,0.0003767627,0.0001609149],"genre_scores_gemma":[0.9974828,0.00005835244,0.00190216,0.00002017314,0.0001857917,0.0001015412,0.00005497292,0.0001150207,0.00007914147],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06305911,"threshold_uncertainty_score":0.9998347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00403550043039465,"score_gpt":0.18798289259776,"score_spread":0.1839473921673653,"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."}}