{"id":"W4386791743","doi":"10.1080/01900692.2023.2256489","title":"Do Parliamentary Roles Affect Lobbying Activities? Evidence from the Canadian House of Commons","year":2023,"lang":"en","type":"article","venue":"International Journal of Public Administration","topic":"Political Influence and Corporate Strategies","field":"Business, Management and Accounting","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acadia University; University of Ottawa; Institute on Governance","funders":"","keywords":"Parliament; House of Commons; Cabinet (room); Parliamentary procedure; Legislature; Law; Political science; Public administration; Select committee; Government (linguistics); Commons; Politics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006240361,0.00009156083,0.0001199806,0.0002566005,0.0001219849,0.0008570369,0.0005518576,0.00004382856,0.0001585234],"category_scores_gemma":[0.0004117015,0.0000686991,0.00008724686,0.0002528446,0.0001109532,0.002650756,0.00005326472,0.0001575254,0.00003766513],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000933487,"about_ca_system_score_gemma":0.0004885617,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01901769,"about_ca_topic_score_gemma":0.1384749,"domain_scores_codex":[0.9988095,0.00003116038,0.0003642456,0.00008869865,0.0005334194,0.000172968],"domain_scores_gemma":[0.9986643,0.0002966675,0.0004790944,0.000107614,0.0004175251,0.00003486697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003176,0.0002036819,0.6714619,0.00005163845,0.000684489,0.0004602202,0.0005724245,0.0003824498,0.004437144,0.2423221,0.03299613,0.04611021],"study_design_scores_gemma":[0.001079768,0.0002424321,0.8527742,0.001224072,0.0001957861,0.00007061282,0.01477074,0.002421391,0.003092935,0.09785039,0.02573399,0.0005436698],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743049,0.00006768762,0.0001405486,0.02333988,0.000575502,0.00006424858,0.00002521406,0.00002642984,0.001455637],"genre_scores_gemma":[0.9978355,0.00002676586,0.00002676299,0.0008282759,0.001225304,0.000003636965,0.00002705039,0.000009502668,0.00001725762],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1813123,"threshold_uncertainty_score":0.9875147,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09590740357595783,"score_gpt":0.3246699324898449,"score_spread":0.2287625289138871,"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."}}