{"id":"W6983460622","doi":"","title":"METIS - Methods and Models for Energy Transformation and Integration Systems","year":2019,"lang":"de","type":"article","venue":"JuSER (Forschungszentrum Jülich)","topic":"Birth, Development, and Health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Energy (signal processing); Transformation (genetics); Metis; Work (physics); Field (mathematics); Key (lock)","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":[0.001719725,0.0005188172,0.0009900419,0.0003773311,0.0002921845,0.0002160115,0.000134515,0.0004620805,0.00004694403],"category_scores_gemma":[0.00005767147,0.0004550265,0.0001186499,0.0002681869,0.00008724914,0.0008329159,0.00005488401,0.0003443609,0.00004236582],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002142494,"about_ca_system_score_gemma":0.0002731957,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008084811,"about_ca_topic_score_gemma":0.0001275304,"domain_scores_codex":[0.9967402,0.000293037,0.001065254,0.0007147124,0.0004041939,0.000782647],"domain_scores_gemma":[0.998211,0.0002698688,0.0003751519,0.0004105737,0.000241044,0.0004923195],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0009599279,0.0001744989,0.001057544,0.004850127,0.0006411642,0.000002366692,0.01031589,0.00005335211,0.00410278,0.9049526,0.002533929,0.07035585],"study_design_scores_gemma":[0.01620396,0.004037917,0.005277139,0.002776342,0.002600111,0.00009850723,0.006884602,0.6884254,0.008852262,0.06894068,0.1940912,0.001811831],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.1561093,0.09807165,0.7110209,0.007685938,0.008504566,0.00796766,0.0003547354,0.0003386069,0.009946594],"genre_scores_gemma":[0.7589035,0.2187178,0.01777204,0.001724393,0.0007609524,0.0002779894,0.0005627098,0.0001392554,0.001141314],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8360119,"threshold_uncertainty_score":0.9997901,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02940242181009696,"score_gpt":0.321444277386898,"score_spread":0.2920418555768011,"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."}}