{"id":"W4399779977","doi":"10.2139/ssrn.4867442","title":"Fertility Beliefs and Outcomes: The Role of Relationship Status and Attractiveness","year":2024,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"Family Dynamics and Relationships","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University","funders":"","keywords":"Fertility; Attractiveness; Social psychology; 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":[0.003682553,0.0002819733,0.000366796,0.0007624552,0.0007853156,0.00186382,0.0006541421,0.001078496,0.009459307],"category_scores_gemma":[0.0184065,0.000240058,0.0006112467,0.0007443655,0.001727499,0.0009166131,0.001114341,0.001788195,0.0004056925],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004885256,"about_ca_system_score_gemma":0.001065122,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006711676,"about_ca_topic_score_gemma":0.01105728,"domain_scores_codex":[0.998324,0.001071949,0.00006130496,0.000133941,0.0001991261,0.0002097076],"domain_scores_gemma":[0.979167,0.01300446,0.00326351,0.0009060741,0.0005700489,0.003088837],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007057812,0.0007825242,0.9825304,0.00002916347,0.000219245,0.0002016713,0.00127737,0.0002886947,0.0003297903,0.002137279,0.0001646392,0.01133334],"study_design_scores_gemma":[0.00002351318,0.0002355725,0.9958212,0.00002577258,0.00009572489,0.0001359888,0.001135511,0.0006472384,0.00009822455,0.001376503,0.0003925739,0.00001220065],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992003,0.0007726281,0.0001840035,0.0007776601,0.00001742503,0.0000136948,0.0001249828,0.000002640534,0.006103985],"genre_scores_gemma":[0.9989569,0.0001783045,0.00006897368,0.00003301607,0.000012898,0.000004520487,0.00003524612,0.000002319029,0.0007078184],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009459307,"threshold_uncertainty_score":0.03164458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01472519856817937,"score_gpt":0.2949956126910958,"score_spread":0.2802704141229164,"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."}}