{"id":"W4388228629","doi":"10.17576/ebangi.2023.2004.02","title":"A BIBLIOMETRIC ANALYSIS OF SINGLE MOTHERS","year":2023,"lang":"en","type":"article","venue":"Jurnal e-Bangi/e-Bangi","topic":"Family Dynamics and Relationships","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Ranking (information retrieval); Bibliometrics; Single mothers; Web of science; Library science; Single family; Social science; Psychology; Geography; Sociology; Political science; MEDLINE; Computer science; Developmental psychology; Information retrieval","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["bibliometrics"],"consensus_categories":[],"category_scores_codex":[0.004778965,0.0004696706,0.001341611,0.1311084,0.001414594,0.004478647,0.0007513684,0.000667227,0.009650062],"category_scores_gemma":[0.04194189,0.0002227761,0.001267724,0.1777266,0.0005585989,0.002833074,0.001459673,0.0003500211,0.002084794],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002240202,"about_ca_system_score_gemma":0.002523064,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006538101,"about_ca_topic_score_gemma":0.005143863,"domain_scores_codex":[0.990541,0.001503005,0.001445255,0.0007507383,0.005344388,0.0004155572],"domain_scores_gemma":[0.963263,0.02022463,0.006429357,0.001318338,0.008126954,0.000637645],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002858103,0.0001879583,0.572883,0.008201756,0.001302211,0.00142048,0.006456631,0.002454471,0.00155645,0.01325947,0.03753471,0.354457],"study_design_scores_gemma":[0.00004161951,0.0001789597,0.8116838,0.001607369,0.0008806496,0.002553074,0.01000531,0.006576826,0.001649056,0.007605472,0.1571061,0.0001118271],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7105803,0.04314528,0.00583166,0.002492695,0.0003875528,0.0007097163,0.07696344,0.0009542607,0.1589351],"genre_scores_gemma":[0.9469799,0.01753384,0.00489745,0.0001267503,0.0004574731,0.0004722245,0.02194366,0.0001110124,0.007477758],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8688916,"threshold_uncertainty_score":0.03228265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05410217511905058,"score_gpt":0.3248472520852765,"score_spread":0.270745076966226,"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."}}