{"id":"W2977249578","doi":"10.3386/w26287","title":"Empirical Models of Lobbying","year":2019,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Political Influence and Corporate Strategies","field":"Business, Management and Accounting","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Canadian Institute for Advanced Research","funders":"","keywords":"Economics; Econometrics","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":[0.005636734,0.0006280596,0.001074045,0.002416596,0.001279069,0.005852354,0.002326144,0.003041369,0.0217445],"category_scores_gemma":[0.02098426,0.0005144082,0.0007017914,0.003934932,0.003498378,0.004906295,0.00193199,0.002738127,0.003110688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003602026,"about_ca_system_score_gemma":0.001561632,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006976631,"about_ca_topic_score_gemma":0.006931384,"domain_scores_codex":[0.9976022,0.001125547,0.0000857022,0.0003197613,0.0003441311,0.0005226124],"domain_scores_gemma":[0.9872867,0.008513186,0.001942578,0.001093828,0.0007188203,0.0004448422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00002602304,0.00003817993,0.00294348,0.00005940588,0.00002975765,0.00009261814,0.0003113236,0.048687,0.00005788371,0.9333265,0.005147931,0.00928001],"study_design_scores_gemma":[0.0000307869,0.00002344887,0.002552916,0.0001074012,0.00002201322,0.0001064195,0.0004127347,0.09323839,0.00005277877,0.8896492,0.01378047,0.0000235226],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2638604,0.02076911,0.2306981,0.03700132,0.0002498667,0.0002655861,0.002504661,0.0006235015,0.4440274],"genre_scores_gemma":[0.9567339,0.006939448,0.004620964,0.0004209062,0.000179084,0.0001748079,0.0005372635,0.00006322405,0.0303305],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.0217445,"threshold_uncertainty_score":0.07274264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6542352086396958,"score_gpt":0.5429444991203293,"score_spread":0.1112907095193665,"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."}}