{"id":"W4409449087","doi":"10.4218/etr2.70021","title":"Issue Information","year":2025,"lang":"en","type":"paratext","venue":"ETRI Journal","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Polytechnique Montréal","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001505397,0.001097822,0.00150335,0.003212669,0.001388539,0.00576079,0.001855412,0.002207421,0.9495551],"category_scores_gemma":[0.01124837,0.0004888002,0.0008386065,0.002955395,0.0003952751,0.003067579,0.002004956,0.001793101,0.8975038],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001278194,"about_ca_system_score_gemma":0.002166642,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001720352,"about_ca_topic_score_gemma":0.003356657,"domain_scores_codex":[0.9986927,0.0001602586,0.0001143525,0.0001922542,0.0006601109,0.0001802971],"domain_scores_gemma":[0.9934228,0.001034077,0.0002559905,0.0007465777,0.00306595,0.001474601],"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":[0.00003254298,0.00001826384,0.00004114501,0.0001439181,0.000001659987,0.00001436255,0.000007873593,0.00001834932,0.00006878006,0.0008384994,0.9786206,0.02019396],"study_design_scores_gemma":[0.00001479453,0.00001445889,0.0001665644,0.00010522,0.000001596117,0.00002355616,0.00001707577,0.00003099534,0.00007194655,0.0005108498,0.9990393,0.000003623699],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0003686988,0.0009245218,0.000867737,0.005544309,0.01974116,0.0005673867,0.06299176,0.002432703,0.9065617],"genre_scores_gemma":[0.001181779,0.0005547748,0.0003382083,0.001498241,0.001787953,0.000154919,0.01612509,0.0006516379,0.9777074],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0504449,"threshold_uncertainty_score":0.07195354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02699216587633732,"score_gpt":0.2249351001500299,"score_spread":0.1979429342736926,"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."}}