{"id":"W4404509426","doi":"10.1093/ej/ueae104","title":"Fertility Beliefs and Outcomes: the Role of Relationship Status and Attractiveness","year":2024,"lang":"en","type":"article","venue":"The Economic Journal","topic":"Reproductive Health and Technologies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Attractiveness; Fertility; Psychology; Social psychology; Demography; Demographic economics; Economics; 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":[0.003650091,0.0001766922,0.0002655534,0.0005567295,0.0003879098,0.001046402,0.000379562,0.0004226422,0.006015191],"category_scores_gemma":[0.01843114,0.0001494929,0.0004398067,0.0005968892,0.0006083805,0.0005005591,0.0007569477,0.001146237,0.000271604],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003013027,"about_ca_system_score_gemma":0.000304543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006140976,"about_ca_topic_score_gemma":0.008089956,"domain_scores_codex":[0.9987357,0.0008142883,0.00004249474,0.0001063692,0.0001638105,0.0001373538],"domain_scores_gemma":[0.983699,0.009075174,0.003894522,0.000902391,0.0004694032,0.001959537],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001958859,0.0001093819,0.9931788,0.00001031851,0.0001217326,0.0000385234,0.0002221607,0.0001517024,0.0000787627,0.0005677451,0.000149886,0.005175113],"study_design_scores_gemma":[0.000004767064,0.00006594782,0.9987414,0.000009659875,0.00003203129,0.00002705528,0.0001848276,0.0003049684,0.00003749504,0.0003526525,0.0002353602,0.000003843459],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9929128,0.0008388098,0.0003558053,0.0009162441,0.00001573625,0.00001166494,0.0003823508,0.000003536173,0.004563055],"genre_scores_gemma":[0.9992082,0.0001278803,0.00007275905,0.0000342437,0.00001273237,0.000004108407,0.0001003735,0.000001592018,0.0004382368],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006140976,"threshold_uncertainty_score":0.02012277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0315742588482173,"score_gpt":0.3195374497776972,"score_spread":0.2879631909294799,"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."}}