{"id":"W2015132637","doi":"10.1353/abr.2009.0124","title":"Benevolent Workshop Power","year":2009,"lang":"en","type":"article","venue":"American book review/˜The œAmerican book review","topic":"Artistic and Creative Research","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Subject (documents); Power (physics); Attendance; Creative writing; Media studies; Sociology; Visual arts; Art; Library science; Law; Political science; Computer 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001032514,0.000703587,0.002157955,0.0001017054,0.0007006851,0.0001430157,0.001127503,0.00002196932,0.02120287],"category_scores_gemma":[0.0002925858,0.0004455078,0.0007652615,0.0005039697,0.003734325,0.0003514061,0.0001719086,0.0006425448,0.002829694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001830221,"about_ca_system_score_gemma":0.0001868331,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002017419,"about_ca_topic_score_gemma":0.00002662799,"domain_scores_codex":[0.9950945,0.000824488,0.001202729,0.0008195097,0.0009787129,0.001080033],"domain_scores_gemma":[0.9960217,0.0004666433,0.001165844,0.001541986,0.000374091,0.0004297348],"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":[0.0000135627,0.00008927299,0.000007308184,0.0006271126,0.00007687485,0.00001838437,0.0002317089,1.418934e-7,0.00000162806,0.01100437,0.7381913,0.2497383],"study_design_scores_gemma":[0.0001037452,0.0006265416,0.0001448628,0.01092675,0.0003391019,0.0000298251,0.0007288754,0.000004432253,0.000001576143,0.00007437034,0.9864367,0.0005832479],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001005471,0.8022874,0.0001206991,0.04733229,0.00004844675,0.001648648,0.00002847877,0.0001409464,0.148383],"genre_scores_gemma":[0.00095018,0.626501,0.00005569056,0.3332629,0.0002603379,0.0002043316,0.00002112213,0.00004801706,0.03869643],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.2859306,"threshold_uncertainty_score":0.9997997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03068029472924507,"score_gpt":0.3263522567665433,"score_spread":0.2956719620372982,"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."}}