{"id":"W6939638567","doi":"10.6084/m9.figshare.21368787","title":"Additional file 1 of Birth registration coverage according to the sex of the head of household: an analysis of national surveys from 93 low- and middle-income countries","year":2022,"lang":"en","type":"article","venue":"Open MIND","topic":"Demographic Trends and Gender Preferences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Head (geology); Population; Developed country; Data collection; Government (linguistics)","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.00117719,0.0000502007,0.0001812235,0.0001059499,0.0002725876,0.00004065745,0.0004543766,0.00002348256,0.1130588],"category_scores_gemma":[0.0001777655,0.00003593489,0.00006330859,0.0008503653,0.0002150037,0.0001485156,0.0001405522,0.00004802687,3.804518e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001515597,"about_ca_system_score_gemma":0.0002720381,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.00734071,"about_ca_topic_score_gemma":0.05314667,"domain_scores_codex":[0.9984105,0.0004980175,0.0002538838,0.0001442932,0.0006235666,0.00006971356],"domain_scores_gemma":[0.9983525,0.001019573,0.0003444618,0.0001442301,0.0001142431,0.0000250539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002548414,0.0007717708,0.8089485,0.00006707049,0.002210441,0.000001522436,0.08416738,0.01084205,0.0001765617,0.003528616,0.05823559,0.03079566],"study_design_scores_gemma":[0.0001358349,0.00007490414,0.9561097,0.00005874246,0.00006371865,1.396746e-7,0.01487841,0.0001736447,0.0001091014,0.0006709709,0.02765,0.0000748229],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6462762,0.00001127162,0.000007274634,0.0001381516,0.00002283284,0.00009975477,0.3503408,4.728788e-7,0.003103169],"genre_scores_gemma":[0.996066,0.000005011463,0.0001881515,0.0000158889,0.00001650218,0.00002366875,0.00314152,0.000002122927,0.0005411821],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3497897,"threshold_uncertainty_score":0.9992695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07810622079812088,"score_gpt":0.3174600615844716,"score_spread":0.2393538407863507,"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."}}