{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001166376,0.0008113504,0.0003632256,0.002174054,0.000764221,0.001806322,0.001146652,0.0006502074,0.08020101],"category_scores_gemma":[0.002805754,0.000437117,0.0005471676,0.003678006,0.0001330027,0.001272843,0.0009069074,0.001094977,0.08035073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002128963,"about_ca_system_score_gemma":0.007462211,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2583633,"about_ca_topic_score_gemma":0.199232,"domain_scores_codex":[0.9988714,0.00007896086,0.00007815766,0.0001262954,0.0006874415,0.0001577474],"domain_scores_gemma":[0.9970085,0.0001134981,0.0001845266,0.0001447756,0.002320094,0.0002285389],"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":[0.00004210581,0.00001841796,0.0009983607,0.00006015076,0.000005117624,0.00001349865,0.00001785746,0.0001013891,0.000088128,0.0005956341,0.9922665,0.005792872],"study_design_scores_gemma":[0.00001484254,0.00001867807,0.009292862,0.00008924329,0.00001001237,0.00001856861,0.00011014,0.0001973475,0.0005102996,0.00024052,0.9894834,0.00001394934],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"other","genre_scores_codex":[0.001742185,0.0003193776,0.0007179893,0.0008227966,0.0007647415,0.0001157592,0.9386007,0.0005649899,0.05635144],"genre_scores_gemma":[0.005824341,0.0005783321,0.002219121,0.000474296,0.00008113561,0.0003523931,0.8598773,0.000403972,0.1301891],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2583633,"threshold_uncertainty_score":0.5137188,"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."}}