{"id":"W2103438180","doi":"10.1093/ijpor/edu023","title":"Examining How Communication and Demographic Factors Relate to Attitudes Toward Legalization of Same-Sex Marriage in Singapore","year":2014,"lang":"en","type":"article","venue":"International Journal of Public Opinion Research","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Legalization; Political science; Demographic economics; Demography; Psychology; Social psychology; Sociology; Economics; 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":[0.001714683,0.0002573357,0.0003205518,0.0009150896,0.0009634721,0.001967396,0.0004407092,0.0005814659,0.004911284],"category_scores_gemma":[0.006669326,0.0002917195,0.0005835774,0.001445282,0.000595897,0.001356487,0.00137923,0.00155518,0.0006980475],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000872014,"about_ca_system_score_gemma":0.001203699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02044884,"about_ca_topic_score_gemma":0.03165504,"domain_scores_codex":[0.9987862,0.0004067372,0.000195432,0.0001177342,0.0003138235,0.0001801527],"domain_scores_gemma":[0.9916111,0.001775013,0.003848016,0.0002566197,0.001219974,0.001289286],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002167457,0.00005377216,0.9890169,0.00002325284,0.00004043628,0.0001791642,0.006440775,0.00001687898,0.00005700989,0.00009269207,0.0002639088,0.003793692],"study_design_scores_gemma":[0.00000243301,0.00008517299,0.9769279,0.00005746206,0.00002520373,0.000209114,0.02120989,0.0002068712,0.00005691015,0.00007618732,0.001127432,0.00001547128],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974397,0.0002454634,0.00003966984,0.0004495506,0.00001207673,0.000007753749,0.0001374815,0.000001137886,0.00166705],"genre_scores_gemma":[0.9987624,0.0003496502,0.00004138212,0.0001043187,0.00001196317,0.00001095191,0.0001849101,0.000002336148,0.0005322641],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02044884,"threshold_uncertainty_score":0.04065961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2992155657358476,"score_gpt":0.4957302475850012,"score_spread":0.1965146818491535,"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."}}