{"id":"W3161656381","doi":"10.20944/preprints202105.0416.v1","title":"Father Presence, Father Engagement, and Child Outcomes in Mongolia","year":2021,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Global Maternal and Child Health","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Attendance; Context (archaeology); Residence; Confounding; Medicine; Demography; Odds; Cluster (spacecraft); Child health; Cross-sectional study; Psychology; Logistic regression; Pediatrics; Geography","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":[0.0006865204,0.0001298693,0.0001372466,0.0002614773,0.0003565404,0.0004196833,0.0001526978,0.0001613431,0.0009687353],"category_scores_gemma":[0.0008035788,0.0001044806,0.0001513528,0.0003464608,0.0002064991,0.0002012634,0.0004715644,0.0002289123,0.00004953551],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004841517,"about_ca_system_score_gemma":0.0004435044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02560234,"about_ca_topic_score_gemma":0.04832386,"domain_scores_codex":[0.9997781,0.000100735,0.000008869404,0.00003310067,0.0000179224,0.00006142225],"domain_scores_gemma":[0.9995685,0.00008584124,0.0001798338,0.00002048783,0.00002891264,0.0001163754],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003526948,0.00002436338,0.9944882,0.00002104112,0.00003073573,0.0001038278,0.002005526,0.00004516941,0.0001744248,0.0001109994,0.00008814524,0.002872323],"study_design_scores_gemma":[0.000001150913,0.00003791831,0.9984452,0.00001354973,0.00001205287,0.00005581504,0.001046746,0.00007010723,0.00002364361,0.00002012744,0.0002723319,0.000001339853],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993338,0.0003038518,0.00002754651,0.00005952851,0.000002598056,8.091537e-7,0.000042103,5.419449e-7,0.0002290464],"genre_scores_gemma":[0.9996623,0.000114777,0.00003379481,0.000008736999,0.000001780193,0.000001112954,0.0000480804,3.69168e-7,0.0001290396],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02560234,"threshold_uncertainty_score":0.05090666,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.102633059911799,"score_gpt":0.3697930832110627,"score_spread":0.2671600232992637,"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."}}