{"id":"W2589693526","doi":"10.1016/j.pubrev.2017.02.010","title":"Financial investigations: Auditing research accounts of communication in business, investor relations, and public relations (1994–2016)","year":2017,"lang":"en","type":"article","venue":"Public Relations Review","topic":"Public Relations and Crisis Communication","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Scholarship; Audit; Public relations; Quarter (Canadian coin); Political science; Investor relations; Scholarly communication; Accounting; Digital scholarship; Sociology; Business; Marketing; Strategic management; Library science; Law","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":["metaresearch","sts"],"consensus_categories":[],"category_scores_codex":[0.01086451,0.0002157703,0.0004735604,0.001043377,0.006507316,0.0008574504,0.001643946,0.0003815084,0.0005722375],"category_scores_gemma":[0.05511281,0.0002330873,0.0001053291,0.00324595,0.002027493,0.005804571,0.0005547836,0.001003821,0.0002120431],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005616737,"about_ca_system_score_gemma":0.003111027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004113546,"about_ca_topic_score_gemma":0.008040946,"domain_scores_codex":[0.9941724,0.002405094,0.00142477,0.0004594101,0.0009605499,0.0005778028],"domain_scores_gemma":[0.9924654,0.001511906,0.001357744,0.00233313,0.002085508,0.0002462731],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00000128004,0.0001443151,0.1329231,0.0001064919,0.00001931853,2.928642e-7,0.00168257,0.00001275458,0.000004064033,0.8185902,0.0287211,0.01779446],"study_design_scores_gemma":[0.0003381118,0.00001026302,0.3422278,0.002047528,0.00004073089,0.000002247042,0.001052349,0.0004783132,3.8038e-7,0.05965795,0.5938931,0.0002512082],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06196817,0.1251418,0.001105274,0.4640115,0.0003225846,0.003741292,0.000072072,0.0002153337,0.3434219],"genre_scores_gemma":[0.8937451,0.09577504,0.005145038,0.0002468734,0.00009900062,0.0005899838,0.0002996949,0.00003103889,0.00406819],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.831777,"threshold_uncertainty_score":0.9947861,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1836883987608487,"score_gpt":0.4199067100303315,"score_spread":0.2362183112694828,"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."}}