{"id":"W4360991616","doi":"10.3167/gps.2023.410105","title":"Book Reviews","year":2023,"lang":"en","type":"article","venue":"German Politics & Society","topic":"Communism, Protests, Social Movements","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Dictatorship; German; Democracy; Politics; Power (physics); West germany; Media studies; Communism; Art history; Political science; Economic history; Sociology; Law; Art; History","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001353343,0.0001518405,0.0002416772,0.0000283001,0.001470068,0.0001021352,0.000541364,0.0001619703,0.000576497],"category_scores_gemma":[0.0002304383,0.0001687595,0.0003525053,0.0005207043,0.0004442144,0.0002012847,0.0002684294,0.0002849519,0.001856703],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000400566,"about_ca_system_score_gemma":0.0002335581,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001496209,"about_ca_topic_score_gemma":0.0001643987,"domain_scores_codex":[0.9977844,0.0003294161,0.0003165776,0.0002160244,0.0004813093,0.0008722091],"domain_scores_gemma":[0.9989458,0.000175853,0.0001216222,0.0004393254,0.00008486339,0.0002324898],"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":[2.926297e-7,0.00002690625,0.0003639671,0.00003089093,0.0000221576,0.000001987795,0.08105878,1.929684e-7,0.00005940062,0.05067261,0.8660911,0.001671675],"study_design_scores_gemma":[0.0001342338,0.000009231425,0.001876037,0.00002870647,0.00001607938,1.435879e-7,0.00411612,0.00001499217,0.0000308739,0.01917061,0.9744191,0.0001838951],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2691545,0.06076445,0.0002995875,0.09630902,0.005800406,0.008061063,0.0002621879,0.006105972,0.5532428],"genre_scores_gemma":[0.3223422,0.09804386,0.002194986,0.1416119,0.007185083,0.0007221461,0.0002092928,0.0002393367,0.4274512],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1257916,"threshold_uncertainty_score":0.9998299,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05694839637086402,"score_gpt":0.3970104845074756,"score_spread":0.3400620881366115,"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."}}