{"id":"W2619224327","doi":"10.1349/ddlp.3686","title":"New world courtships: transatlantic alternatives to companionate marriage","year":2015,"lang":"en","type":"book","venue":"","topic":"Marriage and Sexual Relationships","field":"Social Sciences","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Political science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001188399,0.0003068443,0.0004651833,0.0003769443,0.0003534776,0.0002284292,0.0006961623,0.00027273,0.0107404],"category_scores_gemma":[0.0002583344,0.0002887612,0.0001302986,0.0002727026,0.0001162032,0.0001856602,0.00005500829,0.0005079316,0.002210134],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004216041,"about_ca_system_score_gemma":0.002409413,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002590033,"about_ca_topic_score_gemma":0.05863887,"domain_scores_codex":[0.9972478,0.0002996894,0.0003957054,0.0004479242,0.00115312,0.0004557422],"domain_scores_gemma":[0.9979151,0.000549571,0.0001365059,0.0003043324,0.0002013415,0.0008931209],"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":[0.00001452667,0.00001081351,0.00003275303,0.000009431988,0.00004046767,0.00001553839,0.007765004,0.000007583374,7.315169e-7,0.2967284,0.6916543,0.003720453],"study_design_scores_gemma":[0.0002151626,0.00003046204,0.00004270265,0.00008997216,0.00004434946,4.932092e-7,0.000562558,0.000007574979,0.000001381261,0.09759301,0.9010611,0.0003512653],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001904478,0.0002998698,0.003521759,0.004591397,0.001122354,0.0006918132,0.00002959466,0.0001922276,0.9895319],"genre_scores_gemma":[0.001791967,0.00007195836,0.001304276,0.0007621371,0.00244396,0.00001108836,0.00009093711,0.00004315387,0.9934805],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2094068,"threshold_uncertainty_score":0.9999564,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1111897428486418,"score_gpt":0.3698107279348193,"score_spread":0.2586209850861775,"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."}}