{"id":"W4404143812","doi":"10.1002/waf2.12053","title":"<i>World Affairs</i> Acknowledgment of Reviewers 2023–2024","year":2024,"lang":"en","type":"article","venue":"World Affairs","topic":"Academic Publishing and Open Access","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science; Engineering; Business","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","scholarly_communication","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00685458,0.0003487957,0.0007431147,0.001495961,0.0001482437,0.001405886,0.003140469,0.0001167345,0.009741145],"category_scores_gemma":[0.002617236,0.0002463114,0.0004637118,0.007604528,0.0002711285,0.001727838,0.0007966797,0.0008821872,0.005080425],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001573385,"about_ca_system_score_gemma":0.0002913152,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004635542,"about_ca_topic_score_gemma":0.001196291,"domain_scores_codex":[0.9941575,0.0002904986,0.001473496,0.001098982,0.002395995,0.0005835611],"domain_scores_gemma":[0.9959634,0.001856268,0.0003417997,0.001155314,0.0003658401,0.0003173575],"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":[0.0000129272,0.00003449561,0.0005972957,0.00008367414,0.00004397654,0.00002287412,0.0003888649,0.00003871754,0.00007696674,0.01566173,0.9352347,0.04780384],"study_design_scores_gemma":[0.00015118,0.00002280157,0.0001417177,0.000747356,0.00005040684,0.000005740087,0.002486205,0.0007102287,0.0006079901,0.01174983,0.9830235,0.0003030098],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0005671851,0.02709764,0.0004706648,0.01254058,0.01075784,0.000438372,0.00008313384,0.000206564,0.947838],"genre_scores_gemma":[0.5655788,0.0003270821,0.0005386826,0.000275955,0.0006838703,0.00003354083,0.000009182717,0.00003386536,0.432519],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5650116,"threshold_uncertainty_score":0.9999989,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06039262233122965,"score_gpt":0.3782791216418481,"score_spread":0.3178864993106185,"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."}}