{"id":"W4406050349","doi":"10.1017/psj.2024.96","title":"Meet the 2024-2025 Congressional Fellows","year":2024,"lang":"en","type":"article","venue":"Political Science Today","topic":"Advances in Oncology and Radiotherapy","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute on Governance","funders":"","keywords":"Political science; Computer science; Computer security","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":[],"consensus_categories":[],"category_scores_codex":[0.004460812,0.001014326,0.0004787315,0.001103577,0.004182907,0.006544558,0.0009034752,0.0079594,0.2002876],"category_scores_gemma":[0.005675188,0.0004568356,0.0009376215,0.0005650611,0.0006415093,0.002457963,0.005802618,0.005169757,0.1445183],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002172182,"about_ca_system_score_gemma":0.008809739,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003355763,"about_ca_topic_score_gemma":0.0115338,"domain_scores_codex":[0.9972267,0.0004236259,0.00009301646,0.0001793931,0.0009817983,0.001095549],"domain_scores_gemma":[0.993244,0.0001726999,0.0001798721,0.0001973981,0.001238858,0.004967176],"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":[0.0000289763,0.00003332615,0.0004430652,0.00003919936,0.000003110155,0.0001152094,0.00009765261,0.00002295478,0.0002743728,0.0020912,0.9801287,0.01672218],"study_design_scores_gemma":[0.000004271807,0.00001355937,0.0005011183,0.00003123311,0.000001436035,0.00006752609,0.0003674212,0.00002210893,0.00005694808,0.0004829926,0.998447,0.000004514794],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.005789598,0.005479725,0.001155328,0.4369272,0.1467925,0.000458354,0.001910955,0.0005352901,0.4009509],"genre_scores_gemma":[0.01783572,0.002672313,0.001450753,0.06135807,0.01726627,0.0004222464,0.00122938,0.0002231941,0.8975421],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.2002876,"threshold_uncertainty_score":0.6700287,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02077564262253955,"score_gpt":0.4205803917199943,"score_spread":0.3998047490974547,"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."}}