{"id":"W7093827733","doi":"","title":"Canadian R&amp;D on oil-fired integrated systems","year":2018,"lang":"","type":"other","venue":"OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)","topic":"Geothermal Energy Systems and Applications","field":"Energy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"ASHRAE 90.1; Efficient energy use; Range (aeronautics); Measure (data warehouse); Combustion; Presentation (obstetrics)","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","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0008509363,0.0008411915,0.001197356,0.001588927,0.0005967422,0.0004034066,0.0009659053,0.001040584,0.003910386],"category_scores_gemma":[0.0001753187,0.0007527762,0.0003132256,0.001478872,0.001465949,0.0005061282,0.000184815,0.0002844084,0.001312327],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000399151,"about_ca_system_score_gemma":0.001022308,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1615318,"about_ca_topic_score_gemma":0.08876995,"domain_scores_codex":[0.9947636,0.0001440781,0.00232255,0.000794248,0.001120902,0.000854637],"domain_scores_gemma":[0.9946073,0.0001783699,0.001875868,0.001534502,0.001010279,0.0007936582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002819805,0.0009040233,0.0002407027,0.001101435,0.0007698573,0.000004488007,0.0000232693,0.008620303,0.0008580884,0.7292915,0.2486486,0.009255704],"study_design_scores_gemma":[0.0006516102,0.0002813937,0.001142495,0.001176091,0.000143033,0.00002504599,0.00002220066,0.0001973811,0.0003721895,0.00006517788,0.9952434,0.0006799889],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.01298923,0.0005297871,0.0006719389,0.0002478135,0.001988323,0.0004500994,0.00184389,0.0001497463,0.9811292],"genre_scores_gemma":[0.7974464,0.0002409467,0.0006356464,0.0001224898,0.000191379,0.0002492908,0.01013553,0.0001180856,0.1908602],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.790269,"threshold_uncertainty_score":0.9994923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01372378430252358,"score_gpt":0.2222226563017679,"score_spread":0.2084988719992444,"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."}}