{"id":"W4239717079","doi":"10.1007/978-1-349-95810-8_892","title":"Natural Sciences and Engineering Research Council of Canada (NSERC)","year":2018,"lang":"en","type":"book-chapter","venue":"Palgrave Macmillan UK eBooks","topic":"Advanced Thermodynamic Systems and Engines","field":"Engineering","cited_by":3,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Engineering research; Research council; Natural science; Natural (archaeology); Political science; Engineering; Geography; Archaeology; Philosophy; Epistemology; Telecommunications","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0006559739,0.0003652881,0.0004553796,0.0001737683,0.0001107823,0.00002635387,0.0002810034,0.0001784015,0.00005956197],"category_scores_gemma":[0.00006568074,0.0003378039,0.00005565829,0.00003589002,0.0002898968,0.000001077422,0.00009245073,0.0003651443,0.000004744254],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007424516,"about_ca_system_score_gemma":0.0007078349,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.009757114,"about_ca_topic_score_gemma":0.08491566,"domain_scores_codex":[0.9977168,0.000009237005,0.0003498118,0.000325783,0.001101232,0.0004970654],"domain_scores_gemma":[0.9989205,0.0001631458,0.00005794436,0.0003179864,0.0004184903,0.0001219504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00002830184,2.371835e-7,0.00002506898,0.002074048,0.0004990589,0.0001156327,0.001617757,0.004472701,0.01028997,0.9747285,0.0006155011,0.005533195],"study_design_scores_gemma":[0.00112725,0.0003562823,0.0004767259,0.00412965,0.0001119497,0.00032284,0.0004394199,0.1131902,0.00230293,0.8149295,0.05902842,0.0035848],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007208412,0.00839877,0.0001090312,0.00000551373,0.001125908,0.0003086881,0.00009246121,0.0001291113,0.9826221],"genre_scores_gemma":[0.994264,0.00009945814,0.0002950765,0.000005188009,0.0002907651,0.00001033965,0.000003606631,0.00009220102,0.004939354],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9870556,"threshold_uncertainty_score":0.9999074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03674737387913977,"score_gpt":0.2308447526922353,"score_spread":0.1940973788130956,"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."}}