{"id":"W4321460092","doi":"10.1017/psj.2023.15","title":"<i>American Political Science Review</i> Editorial Report: Executive Summary (Fall 2022)","year":2023,"lang":"en","type":"editorial","venue":"Political Science Today","topic":"Political Science Research and Education","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Fall of man; Executive summary; Political science; Politics; Law; Business","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","scholarly_communication","open_science","research_integrity","insufficient_payload"],"consensus_categories":["metaresearch","sts"],"category_scores_codex":[0.05284046,0.0007799586,0.00131115,0.001101322,0.00472614,0.001670305,0.006778534,0.00078901,0.0002383323],"category_scores_gemma":[0.3843508,0.000688631,0.0004377405,0.01216562,0.06298067,0.002219232,0.00171357,0.002974469,0.001374497],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.01532032,"about_ca_system_score_gemma":0.09593919,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1148357,"about_ca_topic_score_gemma":0.002986246,"domain_scores_codex":[0.9514914,0.0008841273,0.001451088,0.003202153,0.02090473,0.02206653],"domain_scores_gemma":[0.9539828,0.01052352,0.0006515219,0.002288915,0.00618686,0.02636642],"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":[0.000009700989,0.0001129767,0.00005876315,0.00009194278,0.000006175072,0.00006925599,0.0001682568,3.599034e-8,0.00005863279,0.2818324,0.7171764,0.0004154996],"study_design_scores_gemma":[0.0001433714,0.000205603,0.000296428,0.000814084,0.00006413645,0.000006545822,0.001519336,0.000007782205,0.0001158388,0.02873866,0.9671921,0.0008961009],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"editorial","genre_gemma":"editorial","genre_scores_codex":[0.00008862945,0.0001910319,0.00001682269,0.03490145,0.795956,0.0008729066,0.0003188121,0.0004068127,0.1672475],"genre_scores_gemma":[0.006162422,0.001192397,0.000158245,0.001216015,0.9802685,0.0002401025,0.0001307176,0.00007253431,0.01055901],"genre_candidate":"editorial","genre_consensus":"editorial","teacher_disagreement_score":0.3315104,"threshold_uncertainty_score":0.9995565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02431585692900023,"score_gpt":0.4193416836836149,"score_spread":0.3950258267546146,"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."}}