{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0007111913,0.0001998041,0.000565085,0.0009522318,0.0003014688,0.0005701066,0.0004184162,0.0002233922,0.2234214],"category_scores_gemma":[0.000161298,0.0002213321,0.0002425172,0.0002677032,0.00005276271,0.0006764965,0.000135648,0.0005483743,0.7214338],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002601577,"about_ca_system_score_gemma":0.00009656687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003963468,"about_ca_topic_score_gemma":6.088338e-7,"domain_scores_codex":[0.9984757,0.000009119809,0.0009428373,0.0002173297,0.00004351991,0.0003114578],"domain_scores_gemma":[0.9986558,0.00003497352,0.0009088828,0.0002327702,0.00007718431,0.00009039071],"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":[0.000005312403,0.00001082948,0.00004320432,0.00003780315,0.0001311618,9.988594e-7,0.0003003858,0.00006519476,2.327851e-8,0.002894857,0.9947352,0.001774992],"study_design_scores_gemma":[0.0003581784,0.00001606587,0.00005032777,0.00005492275,0.000008494355,0.000008171255,0.0002527255,0.0000440499,0.000002205248,0.0008323063,0.9981508,0.0002217838],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001578734,0.007952486,0.0009678035,0.0005460007,0.06173361,0.00009364256,0.001291831,0.000009463915,0.9273894],"genre_scores_gemma":[0.0001206795,0.005916606,0.0001926668,0.0007178246,0.001110018,0.000004684294,0.00007879678,0.000008268424,0.9918504],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4980124,"threshold_uncertainty_score":0.9025663,"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."}}