{"id":"W4387209384","doi":"10.1787/6b73ddcd-en","title":"An approach to transparency of lobbying activities based on the relevance of the information declared ","year":2022,"lang":"en","type":"book-chapter","venue":"OECD public governance reviews","topic":"Healthcare Systems and Practices","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transparency (behavior); Scrutiny; Order (exchange); Stakeholder; Relevance (law); Public relations; Compliance (psychology); Process (computing); Business; Political science; Public administration; Computer 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03057595,0.001051769,0.0009200133,0.005935963,0.01185504,0.02789998,0.003314574,0.007192531,0.01160799],"category_scores_gemma":[0.02903804,0.0008827847,0.001353147,0.005297283,0.02142466,0.01202558,0.005723581,0.009735682,0.002288526],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04802762,"about_ca_system_score_gemma":0.06854817,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2515911,"about_ca_topic_score_gemma":0.3655697,"domain_scores_codex":[0.9643739,0.01826521,0.0009142823,0.001663914,0.01153232,0.003250391],"domain_scores_gemma":[0.9782594,0.01161517,0.00110843,0.002089095,0.00622351,0.0007042607],"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":[0.000009266409,0.000008812832,0.0002524656,0.0001082614,0.000005474595,0.00006668405,0.006369585,0.0003400792,0.0002053353,0.9487302,0.02707394,0.01682995],"study_design_scores_gemma":[0.00001250438,0.00001746713,0.001080656,0.0009025863,0.00002345146,0.0002052263,0.006247249,0.00101792,0.0005983882,0.1842758,0.8055566,0.00006218746],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.003809248,0.01096972,0.07289364,0.08393888,0.001583837,0.0004646614,0.0002456647,0.0004480265,0.8256463],"genre_scores_gemma":[0.332829,0.01289361,0.0927562,0.02509245,0.001512234,0.001060089,0.0003555751,0.0007491745,0.5327517],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.2515911,"threshold_uncertainty_score":0.5002533,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1858409561069971,"score_gpt":0.4021150486327304,"score_spread":0.2162740925257333,"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."}}