{"id":"W4401613702","doi":"10.1037/dev0001820","title":"Parent psychological distress and beliefs about nurturing care: Associations with parent investments and early child development in Ethiopia.","year":2024,"lang":"en","type":"article","venue":"Developmental Psychology","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Psychology; Developmental psychology; Early childhood; Mental health; Child development; Psychological distress; Distress; Mental development; Clinical psychology; Psychiatry","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":[0.0004362317,0.000271005,0.0002670732,0.0002674277,0.0006067422,0.0002416838,0.0001937979,0.0002226833,0.00008429542],"category_scores_gemma":[0.00005177416,0.0002404805,0.0000253833,0.0004526686,0.0003299667,0.000211642,0.00009460686,0.0004153643,0.00005008486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004711559,"about_ca_system_score_gemma":0.0002962699,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002772737,"about_ca_topic_score_gemma":0.002225915,"domain_scores_codex":[0.9976289,0.0001676561,0.0004765543,0.0007595145,0.0004078311,0.000559487],"domain_scores_gemma":[0.9993697,0.00008995976,0.00008062769,0.0001170555,0.00005112481,0.0002914987],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002115526,0.0002028363,0.7375663,0.00004396534,0.00008724779,0.00004075954,0.1849251,7.088876e-7,0.000006938459,0.00650311,0.0005555101,0.07004642],"study_design_scores_gemma":[0.0006107587,0.00004961765,0.9572535,0.0002809491,0.000007063205,0.00002259571,0.00473804,2.701378e-7,0.00001427159,0.0004166859,0.03627079,0.0003354289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971385,0.002910025,0.00003775469,0.00330355,0.0007423453,0.0005147841,0.00001203512,0.0001354997,0.02095903],"genre_scores_gemma":[0.9927441,0.0008226631,0.00456584,0.001225019,0.00009154497,0.0001551446,0.0000724428,0.00002346389,0.0002997306],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2196873,"threshold_uncertainty_score":0.9806511,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0330488220395667,"score_gpt":0.3564539032401289,"score_spread":0.3234050812005622,"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."}}