{"id":"W4411636189","doi":"10.1177/0192513x251356263","title":"Fatherlessness: Black Jamaican Mothers’ Perspectives","year":2025,"lang":"en","type":"article","venue":"Journal of Family Issues","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"University of Toronto","keywords":"Psychology; Gender studies; Black male; Developmental psychology; Sociology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0005604888,0.00007012457,0.0001781166,0.0001439536,0.0001507407,0.00009957647,0.0002582408,0.00006586993,0.0001564014],"category_scores_gemma":[0.0001952513,0.00005777764,0.0000985244,0.0003266633,0.0002412902,0.0001865878,0.00001159714,0.0001436424,0.00001261302],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001073686,"about_ca_system_score_gemma":0.0002347623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003515892,"about_ca_topic_score_gemma":0.001370782,"domain_scores_codex":[0.9991001,0.000155457,0.0002344932,0.00007731208,0.0002953688,0.0001372815],"domain_scores_gemma":[0.9992312,0.00007122308,0.0001712111,0.00008513271,0.0003761921,0.00006509892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005869466,0.000200868,0.006342432,0.00001434636,0.0001474424,0.00001560109,0.5878502,0.0001695461,0.001456059,0.3645271,0.03052966,0.008688065],"study_design_scores_gemma":[0.0002682783,0.00004220932,0.008530455,0.00006956081,0.00002445196,3.782281e-7,0.6024327,0.0001069759,0.00004527672,0.005010933,0.3833876,0.00008124796],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8998936,0.003776585,0.001107598,0.01055551,0.000372114,0.00007750587,0.000002391552,0.00002428205,0.08419045],"genre_scores_gemma":[0.977069,0.003575557,0.0006476243,0.0004862106,0.0003172659,5.47773e-7,1.80597e-7,0.000005678522,0.01789793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3595161,"threshold_uncertainty_score":0.2356104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02095164503635427,"score_gpt":0.3548692288972818,"score_spread":0.3339175838609276,"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."}}