{"id":"W2121954750","doi":"10.1057/9780230582590","title":"Opening the Black Box of Editorship","year":2008,"lang":"en","type":"book","venue":"Palgrave Macmillan UK eBooks","topic":"Knowledge Management and Sharing","field":"Social Sciences","cited_by":85,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Office of Naval Research; University of Alabama; Spencer Foundation; Josiah Macy Jr. Foundation; Alfred P. Sloan Foundation; National Science Foundation","keywords":"Black box; Political science; Sociology; Library science; Epistemology; Media studies; Computer science; Philosophy; Artificial intelligence","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00103404,0.0003428802,0.0005004049,0.0001850665,0.0006822445,0.0001086405,0.001328025,0.000348079,0.0003560201],"category_scores_gemma":[0.0001677685,0.000272642,0.0003238491,0.00007697438,0.001133714,0.000001113898,0.0004119761,0.0004448498,0.0002607481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001596089,"about_ca_system_score_gemma":0.0004372677,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003656524,"about_ca_topic_score_gemma":0.00104391,"domain_scores_codex":[0.9975047,0.0002175066,0.0004728039,0.0004092132,0.0008479471,0.0005478115],"domain_scores_gemma":[0.9983327,0.0003703806,0.0003998422,0.0005878797,0.0001767887,0.0001324129],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001479884,4.9332e-7,0.0005147687,0.00009466364,0.0001513488,0.0000373455,0.02162323,0.000001177866,0.000006579171,0.9603996,0.01271447,0.00444148],"study_design_scores_gemma":[0.0003231258,0.00004931178,0.0003156922,0.0003548251,0.0001604682,0.000002116217,0.001955421,0.00001524082,0.00006542016,0.6167625,0.3793332,0.0006627241],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.0001763599,0.0006376736,0.00001983499,0.00006748663,0.001982026,0.0007110888,0.00001365076,0.00007936193,0.9963125],"genre_scores_gemma":[0.7263239,0.0001494085,0.00003810166,0.00004823644,0.005061103,0.00001783002,0.00001707776,0.000045288,0.268299],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7280135,"threshold_uncertainty_score":0.9999726,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03765000667350383,"score_gpt":0.2786665772725396,"score_spread":0.2410165705990358,"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."}}