{"id":"W3153647116","doi":"10.1111/jomf.12763","title":"Multiracial Children's Experiences of Family Instability","year":2021,"lang":"en","type":"article","venue":"Journal of Marriage and the Family","topic":"Family Dynamics and Relationships","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Cohabitation; Demography; Fragile Families and Child Wellbeing Study; Ethnic group; Context (archaeology); National Survey of Family Growth; Marital status; Medicine; Psychology; Developmental psychology; Population; Geography; Family planning; Sociology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001986605,0.00007427032,0.0002525257,0.00004944275,0.0003843628,0.00005886712,0.0002137227,0.00008390483,0.00002272102],"category_scores_gemma":[0.000751474,0.00004636752,0.000161011,0.0002312,0.0007888463,0.0001812267,0.00005244481,0.0002287431,9.431577e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002203596,"about_ca_system_score_gemma":0.0003136709,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003287928,"about_ca_topic_score_gemma":0.0001109948,"domain_scores_codex":[0.9984183,0.0005259514,0.000419208,0.00009376034,0.0004044251,0.0001382996],"domain_scores_gemma":[0.9987478,0.0004318905,0.0003379895,0.0001194065,0.0002832128,0.00007972469],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001032865,0.0006441163,0.1030665,0.00004945319,0.000535957,0.00009995519,0.6881102,0.0001659933,0.003803706,0.1647517,0.002009312,0.03573033],"study_design_scores_gemma":[0.003855864,0.0001183442,0.4594082,0.00009566473,0.0001303048,0.0000266738,0.5128024,0.0002004481,0.0001274853,0.01757296,0.005434551,0.0002270693],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9860309,0.003199269,0.0001537706,0.000599371,0.0007077992,0.00009001098,0.000004027651,0.000003881622,0.009210955],"genre_scores_gemma":[0.9973143,0.001714459,0.0003694466,0.0002021231,0.0002477152,0.000001668425,6.805735e-7,0.000004086293,0.0001455335],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3563417,"threshold_uncertainty_score":0.2956246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01985469591149734,"score_gpt":0.2799846088746058,"score_spread":0.2601299129631084,"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."}}