{"id":"W1994019240","doi":"10.1002/pa.82","title":"Managing business political activities in the USA: bridging between theory and practice — another look","year":2001,"lang":"en","type":"article","venue":"Journal of Public Affairs","topic":"Political Influence and Corporate Strategies","field":"Business, Management and Accounting","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick","funders":"","keywords":"Bridging (networking); Politics; Competition (biology); Public relations; Marketing; Competitive advantage; Market competition; Context (archaeology); Economics; Sociology; Business; Political science; Market economy; Law","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":[],"consensus_categories":[],"category_scores_codex":[0.002952535,0.0001475602,0.0002321906,0.0003625728,0.0001308836,0.0009545278,0.0003150774,0.00005592493,0.00007023021],"category_scores_gemma":[0.0009762856,0.00009872162,0.00005470015,0.0005868791,0.0002577509,0.005413414,0.00008495064,0.0003138962,0.0000165224],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004044359,"about_ca_system_score_gemma":0.00008289817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002501927,"about_ca_topic_score_gemma":0.00005355222,"domain_scores_codex":[0.9985245,0.0001401459,0.0003667221,0.0001246747,0.0003537303,0.0004902259],"domain_scores_gemma":[0.9985074,0.0007706749,0.0003317842,0.0001322949,0.0002289656,0.00002887381],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.00006416829,0.00007104439,0.07956633,0.00004405431,0.00004740345,0.0002280187,0.0001193288,0.00001014415,0.00005617752,0.9115305,0.000399787,0.007863061],"study_design_scores_gemma":[0.001196506,0.00005022716,0.4561945,0.000238876,0.0002485152,0.0007869454,0.09693903,0.0001299008,0.0000184098,0.3900138,0.05367346,0.0005098398],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6993955,0.000182082,0.005324102,0.04983529,0.0001513375,0.0001108662,9.511765e-7,0.00002276972,0.2449771],"genre_scores_gemma":[0.9943956,0.00003532562,0.00005728016,0.003724828,0.001665817,0.000002201372,8.386459e-7,0.00001421584,0.0001039142],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5215167,"threshold_uncertainty_score":0.9204534,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05030087328154033,"score_gpt":0.2887114844734814,"score_spread":0.2384106111919411,"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."}}