{"id":"W4399721538","doi":"10.3386/w32578","title":"Fertility Beliefs and Outcomes: The Role of Relationship Status and Attractiveness","year":2024,"lang":"en","type":"report","venue":"National Bureau of Economic Research","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"University of Nebraska-Lincoln; Andrew W. Mellon Foundation; National Science Foundation","keywords":"Attractiveness; Fertility; Psychology; Social psychology; Demography; Sociology; Population","routes":{"ca_aff":true,"ca_fund":false,"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":[0.002847374,0.0001648003,0.0002163274,0.0006481833,0.0003539916,0.0007985564,0.0003342407,0.0003515452,0.0072602],"category_scores_gemma":[0.012479,0.0001362257,0.000396624,0.000729543,0.0003138716,0.0005710527,0.0006724134,0.001029202,0.0005220297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003254464,"about_ca_system_score_gemma":0.0004683526,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01612614,"about_ca_topic_score_gemma":0.02617679,"domain_scores_codex":[0.999234,0.0004171001,0.0000299351,0.00006187106,0.0001484576,0.0001088105],"domain_scores_gemma":[0.9909586,0.004298613,0.002466911,0.000488514,0.0005257109,0.001261644],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008225456,0.00009727495,0.9893148,0.000008559301,0.00005443532,0.00003094068,0.0001404606,0.00009168846,0.00002975865,0.0006143483,0.0005111251,0.009024347],"study_design_scores_gemma":[0.000004574817,0.00003795603,0.9984438,0.00001315822,0.00002510186,0.00002902687,0.0001747297,0.0001674427,0.00003068911,0.0003140573,0.000756572,0.000003034811],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9668641,0.001882666,0.0007112383,0.003131788,0.00003540088,0.00004217274,0.003438289,0.00001239166,0.02388188],"genre_scores_gemma":[0.9943323,0.0006761122,0.0002074488,0.0001288247,0.00004263928,0.00002824198,0.001293573,0.000005764049,0.003284988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01612614,"threshold_uncertainty_score":0.03206456,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.4126200175634172,"score_gpt":0.5608592013765344,"score_spread":0.1482391838131172,"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."}}