{"id":"W2170984348","doi":"10.7202/1002175ar","title":"Public and Elite Policy Preferences: Gay Marriage in Canada","year":2010,"lang":"en","type":"article","venue":"International Journal of Canadian Studies","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; Strong; University of Chicago","keywords":"Elite; Public policy; Political science; Sociology; Gender studies; Politics; Law","routes":{"ca_aff":false,"ca_fund":true,"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":[0.0002955057,0.00009597098,0.0001898915,0.001447088,0.00006460811,0.00005574798,0.0003362251,0.00004833188,0.0002674254],"category_scores_gemma":[0.0005358285,0.00008545743,0.00003103406,0.0002351418,0.00008286887,0.0001586182,0.00003213617,0.0003625851,0.000009491104],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007643754,"about_ca_system_score_gemma":0.005497568,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9984908,"about_ca_topic_score_gemma":0.9999579,"domain_scores_codex":[0.9988646,0.00006057575,0.0003933469,0.0001045824,0.0002785097,0.0002983678],"domain_scores_gemma":[0.998686,0.0001324588,0.0001890113,0.00008999701,0.0005361011,0.0003664746],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000322821,0.00002671178,0.7853268,0.00003748969,0.0005326286,0.0006051954,0.002666225,0.000001108142,0.00002162074,0.05565097,0.09699581,0.05810318],"study_design_scores_gemma":[0.0005583108,0.00002584038,0.7917655,0.00002568608,0.0000118668,0.0002544026,0.001066035,0.000001009525,0.000001104002,0.006167786,0.2000202,0.0001022106],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8710962,0.002769989,5.496368e-7,0.06412511,0.004781958,0.00005725249,0.00007866221,0.000002339504,0.05708797],"genre_scores_gemma":[0.9917745,0.003101809,0.00003641177,0.002643549,0.001340738,0.000003509396,0.000001591663,0.000007659616,0.001090237],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1206783,"threshold_uncertainty_score":0.9752449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1006825416240762,"score_gpt":0.3879808016286372,"score_spread":0.287298260004561,"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."}}