{"id":"W2046328120","doi":"10.1371/journal.pone.0070042","title":"Paternity Acknowledgment in 2 Million Birth Records from Michigan","year":2013,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Family Dynamics and Relationships","field":"Social Sciences","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Science Foundation","keywords":"Entitlement (fair division); Demography; Quarter (Canadian coin); Birth records; Marital status; Acknowledgement; Medicine; Geography; Population; Sociology; Pregnancy; Birth weight; Biology; Economics","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":[],"consensus_categories":[],"category_scores_codex":[0.0005850275,0.0001626903,0.0002233386,0.001750579,0.0005843173,0.000508646,0.0004780126,0.0002595749,0.00262306],"category_scores_gemma":[0.004057822,0.0002454462,0.0002955843,0.003359374,0.0001294016,0.0003485262,0.0007132738,0.0003418007,0.0004914466],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006936438,"about_ca_system_score_gemma":0.0008324701,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09087823,"about_ca_topic_score_gemma":0.1790418,"domain_scores_codex":[0.9990051,0.0001837875,0.0002319953,0.0002256275,0.000257282,0.00009620778],"domain_scores_gemma":[0.996128,0.0006005363,0.002256919,0.0004029258,0.0004039438,0.0002076558],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002734404,0.000009524727,0.9940681,0.00002999603,0.00005149907,0.0001023052,0.0001620428,0.00003995999,0.0001657682,0.00005164184,0.002242868,0.003048994],"study_design_scores_gemma":[0.000002645657,0.00001010105,0.9971692,0.00003176826,0.00002160747,0.0002179798,0.0001780416,0.0001206512,0.0001466465,0.00001521173,0.002082614,0.000003518477],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9164485,0.0007924387,0.0003650555,0.0002569782,0.00001949406,0.00005648067,0.07975274,0.00004835648,0.002260035],"genre_scores_gemma":[0.9107748,0.001343449,0.001317432,0.0002655349,0.00003486596,0.0002161672,0.08357068,0.00002270167,0.002454531],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09087823,"threshold_uncertainty_score":0.1806986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06003707772136825,"score_gpt":0.2467608700756325,"score_spread":0.1867237923542642,"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."}}