{"id":"W120952028","doi":"","title":"Some Observations on the State of Lobbying in Canada","year":2010,"lang":"en","type":"article","venue":"Canadian parliamentary review","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accountability; State (computer science); Government (linguistics); Political science; Democracy; Public administration; Law and economics; Political economy; Politics; Law; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004075074,0.00007432135,0.0001549599,0.0000396144,0.0001744106,0.00001224096,0.0003222594,0.00001687678,0.0005117539],"category_scores_gemma":[0.0002252014,0.00006447648,0.00003533523,0.0003393058,0.00009937926,0.0001018782,0.000006720817,0.0002081373,0.00001381611],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001019944,"about_ca_system_score_gemma":0.009794879,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9999818,"about_ca_topic_score_gemma":0.9999996,"domain_scores_codex":[0.9990292,0.00008936691,0.000221517,0.0001153731,0.0001981789,0.0003463377],"domain_scores_gemma":[0.9991798,0.0001383974,0.00008910128,0.0002393936,0.00002508774,0.0003282348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001677932,0.00001045767,0.02071491,0.0002214311,0.00002055312,0.00004890423,0.001176946,0.0000152033,0.00002400832,0.07387719,0.8619163,0.04197242],"study_design_scores_gemma":[0.00003868663,0.000003504805,0.0273452,0.0005164622,0.000005747759,4.110013e-7,0.0001366595,0.000003540543,0.000009909595,0.001002857,0.9708484,0.00008864434],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6991943,0.01889776,1.120573e-7,0.2725782,0.0007188601,0.001075898,0.001310253,0.000005677354,0.006218944],"genre_scores_gemma":[0.7969301,0.02391198,0.00001794706,0.1777257,0.0001741599,0.00005428095,0.00001210361,0.00001187905,0.001161871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1089321,"threshold_uncertainty_score":0.9958187,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.045673576633987,"score_gpt":0.2755968314541047,"score_spread":0.2299232548201177,"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."}}