{"id":"W4394980115","doi":"10.1093/esr/jcae018","title":"Who gets the goods? Disentangling the effects of parliamentary representation and collective action on social spending","year":2024,"lang":"en","type":"article","venue":"European Sociological Review","topic":"Social Policy and Reform Studies","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Social Sciences and Humanities Research Council of Canada; Western University","keywords":"Collective action; Action (physics); Representation (politics); Economics; Sociology; Positive economics; Microeconomics; Neoclassical economics; Political science; Law; Politics","routes":{"ca_aff":true,"ca_fund":true,"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":[0.004882726,0.0002168978,0.0007020613,0.002234256,0.0005242704,0.002609713,0.0004626721,0.0008153023,0.004816577],"category_scores_gemma":[0.008417987,0.0001543604,0.0006223812,0.003045353,0.005580352,0.002666265,0.001856082,0.0009511354,0.0003221271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002230917,"about_ca_system_score_gemma":0.001594378,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003199716,"about_ca_topic_score_gemma":0.0033359,"domain_scores_codex":[0.9949473,0.003707666,0.0001039394,0.000256358,0.0004194836,0.0005651621],"domain_scores_gemma":[0.9863777,0.01014794,0.002021919,0.0004440858,0.0007149344,0.0002933841],"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":[0.0004859566,0.0003720895,0.05815545,0.003202905,0.001144637,0.0002578227,0.01221209,0.005574579,0.00125201,0.6808923,0.004645786,0.2318044],"study_design_scores_gemma":[0.00008059284,0.0005299548,0.5541127,0.006855421,0.001265678,0.0002053086,0.02244251,0.005888903,0.002150384,0.2780882,0.1282726,0.0001077656],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7051396,0.1163181,0.004719149,0.02704393,0.0002786153,0.00003600504,0.0002846746,0.00001979024,0.1461601],"genre_scores_gemma":[0.9855789,0.01276229,0.0002122189,0.000309396,0.0001195741,0.00001018358,0.00002731409,0.00000729777,0.0009726589],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004882726,"threshold_uncertainty_score":0.02582264,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1511353723057791,"score_gpt":0.4357547250239114,"score_spread":0.2846193527181322,"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."}}