{"id":"W1995736818","doi":"10.1002/pa.106","title":"Analysis and analytical tools for managing corporate public affairs","year":2002,"lang":"en","type":"article","venue":"Journal of Public Affairs","topic":"Corporate Social Responsibility Reporting","field":"Business, Management and Accounting","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; Natural Sciences and Engineering Research Council of Canada","funders":"","keywords":"Context (archaeology); Field (mathematics); Public relations; Accounting; Political science; Management; Business; Sociology; Public administration; Economics; History","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01751884,0.001012599,0.000782897,0.01071031,0.003062179,0.0206149,0.001951018,0.001879091,0.006753691],"category_scores_gemma":[0.02978406,0.0005544467,0.0009066715,0.008222018,0.01355503,0.02101685,0.005873204,0.003198597,0.001229108],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005088634,"about_ca_system_score_gemma":0.008903041,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004057204,"about_ca_topic_score_gemma":0.002548266,"domain_scores_codex":[0.9860934,0.0103124,0.0006016705,0.0004474874,0.002188362,0.0003566939],"domain_scores_gemma":[0.974757,0.01796921,0.001696044,0.002675974,0.002357783,0.0005440367],"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":[0.000014941,0.00003817741,0.0006414416,0.0002384894,0.00001776178,0.0000874253,0.002679583,0.003576091,0.0001725486,0.9055889,0.005988848,0.08095579],"study_design_scores_gemma":[0.00001405964,0.00002357425,0.0004139323,0.0007832901,0.00001491046,0.0000831711,0.005131221,0.01934748,0.0003511705,0.8961017,0.07770573,0.0000295981],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.01505855,0.0101317,0.8008495,0.03064458,0.0005820358,0.0003333126,0.0003531417,0.00160537,0.1404417],"genre_scores_gemma":[0.5071086,0.007738864,0.4718659,0.001142978,0.0006604359,0.0006783361,0.0003455422,0.000268404,0.0101908],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0206149,"threshold_uncertainty_score":0.09264958,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1047442657232744,"score_gpt":0.2724312606860322,"score_spread":0.1676869949627577,"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."}}