{"id":"W6888697544","doi":"10.21949/1531433","title":"TransBorder Data Mid-Year Report 2023","year":2025,"lang":"en","type":"report","venue":"ROSA P","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tonnage; Liberian dollar; Value (mathematics); Investment (military)","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":[0.003244783,0.0007033285,0.001191177,0.0004661071,0.0001334623,0.0001417287,0.002069473,0.0009274185,0.002437168],"category_scores_gemma":[0.002235518,0.0007216829,0.0003060978,0.001031145,0.0001228584,0.0002512019,0.0008439159,0.0011771,0.007597608],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005917297,"about_ca_system_score_gemma":0.007827312,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001884347,"about_ca_topic_score_gemma":0.001205233,"domain_scores_codex":[0.993232,0.0001136749,0.001335439,0.002094602,0.002477523,0.0007467624],"domain_scores_gemma":[0.9905367,0.0001142179,0.000773796,0.007615885,0.0007569202,0.0002024156],"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":[0.00002202905,0.00009400089,0.0006025144,0.0005170059,0.000460646,0.00378052,0.0000153429,0.00000301163,0.0001808597,0.00001618539,0.9925498,0.001758025],"study_design_scores_gemma":[0.0003360394,0.00001322279,0.0008920165,0.0005460154,0.0006723483,0.0009268315,0.0000167396,0.00001271919,0.0001201931,0.00005543164,0.9957245,0.0006839575],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001458652,0.005714946,0.0001481235,0.0003500175,0.007433666,0.001088194,0.06845696,0.0009382274,0.915724],"genre_scores_gemma":[0.0008722856,0.002210435,0.001186324,0.00005695651,0.002332669,0.00008669695,0.1720067,0.0005782035,0.8206698],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1035497,"threshold_uncertainty_score":0.9995234,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1072757078108066,"score_gpt":0.3900735764831048,"score_spread":0.2827978686722981,"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."}}