{"id":"W7006060587","doi":"","title":"The Social Science of Same-Sex Marriage: LGBT People and Their Relationships in the Era of Marriage Equality","year":2022,"lang":"en","type":"article","venue":"Cornerstone (Minnesota State University, Mankato)","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Transgender; Politics; Lesbian; Set (abstract data type); Qualitative research; Family law; Social policy; Race (biology); Survey data collection; Qualitative property","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.002877762,0.0001313578,0.0003024366,0.0002420603,0.001356696,0.00001369127,0.0005353631,0.00004688173,0.00002822376],"category_scores_gemma":[0.0004165375,0.00009257416,0.00006326373,0.001550624,0.001570876,0.0001516323,0.0005955726,0.0007279428,9.970087e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001974106,"about_ca_system_score_gemma":0.0003273005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005229051,"about_ca_topic_score_gemma":0.0001770978,"domain_scores_codex":[0.9982279,0.0004145386,0.0002758505,0.0003621324,0.0004046831,0.0003149288],"domain_scores_gemma":[0.9984655,0.000511286,0.0002730026,0.0005485068,0.0001513195,0.00005040531],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003474856,0.0012261,0.45788,0.0008267776,0.0001808308,0.0001834514,0.178328,0.00009562176,0.006946167,0.295387,0.00464791,0.05082323],"study_design_scores_gemma":[0.001688649,0.0004160512,0.7334087,0.0000239628,0.00005413837,0.00005913527,0.2493231,0.00016663,0.000843578,0.007511976,0.006324928,0.0001791213],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885964,0.0003287754,0.00003954753,0.006401633,0.00009541817,0.0005588278,0.00006565678,0.00003354469,0.003880157],"genre_scores_gemma":[0.9990072,0.0002663662,0.0000499775,0.00006551499,0.00001598873,0.000004626487,0.000009514621,0.000007831984,0.0005729703],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.287875,"threshold_uncertainty_score":0.9999434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03569338576663888,"score_gpt":0.2738279482195066,"score_spread":0.2381345624528677,"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."}}