{"id":"W1977931978","doi":"10.1037/0893-3200.22.1.41","title":"Marital satisfaction across the transition to parenthood.","year":2008,"lang":"en","type":"article","venue":"Journal of Family Psychology","topic":"Family Dynamics and Relationships","field":"Social Sciences","cited_by":439,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Eunice Kennedy Shriver National Institute of Child Health and Human Development; U.S. Public Health Service; Centers for Disease Control and Prevention; National Institute of Mental Health; University of Iowa","keywords":"Psychology; Developmental psychology; Pregnancy; Transition (genetics); Demography","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":[0.001281288,0.00009793602,0.0002815859,0.0006297376,0.0006803886,0.0009286631,0.0002212712,0.0003123418,0.00180857],"category_scores_gemma":[0.006363146,0.0001139018,0.0003607142,0.0008062015,0.0002794149,0.0004886311,0.0009136595,0.0006887689,0.0002051903],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003823923,"about_ca_system_score_gemma":0.0003989692,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006293617,"about_ca_topic_score_gemma":0.006977794,"domain_scores_codex":[0.9994584,0.000171104,0.00004336398,0.00006879894,0.0001156497,0.0001426128],"domain_scores_gemma":[0.998165,0.0003094065,0.0006147494,0.00007060553,0.0003341713,0.0005062881],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004780245,0.0001113346,0.9655906,0.0000270541,0.00005439974,0.0001312161,0.002613801,0.00007780967,0.0003047078,0.0001639585,0.0002874984,0.03015942],"study_design_scores_gemma":[0.000003434415,0.0001866773,0.9980631,0.000005780789,0.0000096294,0.0001105416,0.0009942112,0.00008551405,0.00007154799,0.00005200587,0.0004145711,0.000003034068],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978809,0.0006253794,0.0001581782,0.000123366,0.00001493021,0.00001249058,0.0002322283,0.00000470136,0.0009477177],"genre_scores_gemma":[0.9994399,0.0001087971,0.00004660107,0.00002086056,0.000003260449,0.000005872711,0.0001676657,7.791523e-7,0.000206411],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006293617,"threshold_uncertainty_score":0.012514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07807119524315587,"score_gpt":0.3957896029640626,"score_spread":0.3177184077209068,"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."}}