{"id":"W6922297256","doi":"10.1051/e3sconf/202342400001/pdf","title":"Preface","year":2023,"lang":"en","type":"article","venue":"Springer Link (Chiba Institute of Technology)","topic":"Integrated Energy Systems Optimization","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Nucleofection; Gestational period; TSG101; Dysgeusia; Liquation; Diafiltration; Emperipolesis; Triacetin; Durvalumab","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001558272,0.0009321727,0.0006542821,0.001808133,0.002359292,0.003667317,0.001429327,0.001444759,0.5176033],"category_scores_gemma":[0.009917064,0.0002728374,0.0005124427,0.001458684,0.0005935721,0.002979018,0.002207297,0.002914245,0.35926],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001790827,"about_ca_system_score_gemma":0.002473671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002958008,"about_ca_topic_score_gemma":0.002988979,"domain_scores_codex":[0.9989066,0.0001473197,0.00008167123,0.000207402,0.0005404014,0.0001165528],"domain_scores_gemma":[0.9953413,0.0006125257,0.000163901,0.0003761676,0.00274357,0.0007625946],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003161252,0.00001777884,0.0001049076,0.00009080399,0.000001744676,0.00005153572,0.00009272139,0.00005104701,0.0001539891,0.003893574,0.960362,0.03514845],"study_design_scores_gemma":[0.000003127501,0.00001259111,0.0002026093,0.00006790355,9.816241e-7,0.00005550664,0.00006780138,0.00001991966,0.00006229939,0.001097871,0.9984064,0.000003095909],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"editorial","genre_scores_codex":[0.00191637,0.007401195,0.006014318,0.0343031,0.1716871,0.0006769609,0.0125097,0.001743419,0.7637479],"genre_scores_gemma":[0.007548337,0.003957106,0.002328486,0.007342332,0.02003755,0.0003217755,0.009232474,0.0007840717,0.9484479],"genre_candidate":"editorial","genre_consensus":null,"teacher_disagreement_score":0.5176033,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009841643700672876,"score_gpt":0.2118576252294658,"score_spread":0.2020159815287929,"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."}}