{"id":"W4392095286","doi":"10.1302/3114-240571","title":"COAGS Trauma Update on Ukraine Initiatives","year":2024,"lang":"en","type":"dataset","venue":"OrthoMedia","topic":"Radioactive contamination and transfer","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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":[0.002739587,0.001172957,0.001410714,0.008561588,0.0008753397,0.003663108,0.0015481,0.0009701313,0.03479862],"category_scores_gemma":[0.01599111,0.0005617453,0.001851916,0.01607304,0.0002851039,0.00185663,0.003689989,0.001301227,0.0350575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002430293,"about_ca_system_score_gemma":0.006133736,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06931724,"about_ca_topic_score_gemma":0.07847972,"domain_scores_codex":[0.9974117,0.0005862672,0.0005810218,0.0004696291,0.0005959092,0.0003554092],"domain_scores_gemma":[0.9926145,0.001519364,0.001085583,0.001008751,0.003098724,0.0006731674],"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":[0.0001859258,0.00002886986,0.01156054,0.0015774,0.0001642623,0.00007763784,0.00009371871,0.0003854362,0.00006490869,0.0009329865,0.9687182,0.01621002],"study_design_scores_gemma":[0.00009188657,0.00002012823,0.02352981,0.001144775,0.00008352281,0.0001161294,0.0002052077,0.0002527619,0.0001494086,0.0005061826,0.973873,0.00002703687],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0005674551,0.0008463748,0.0001090609,0.0002769737,0.00008275128,0.00002349277,0.9954191,0.0004949482,0.00217974],"genre_scores_gemma":[0.001209342,0.000714734,0.0002954403,0.0001719807,0.00003157714,0.000105872,0.9962087,0.0001455806,0.001116765],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.06931724,"threshold_uncertainty_score":0.1378276,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00894342548019665,"score_gpt":0.2465979032038205,"score_spread":0.2376544777236239,"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."}}