{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001952802,0.0000575203,0.0001023685,0.00006057397,0.0001538682,0.00005044095,0.0001270733,0.00009102908,0.0006685205],"category_scores_gemma":[0.0001019842,0.00005323019,0.0000223178,0.000172247,0.00005750122,0.000115682,0.00002880756,0.0001446096,0.0008752271],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006328513,"about_ca_system_score_gemma":0.00004009504,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01851924,"about_ca_topic_score_gemma":0.05130268,"domain_scores_codex":[0.9992061,0.0001258746,0.0001388828,0.0001373947,0.0002169235,0.0001747718],"domain_scores_gemma":[0.9996257,0.00008407678,0.00003902775,0.0001124431,0.0000634688,0.00007528833],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005138453,0.001098989,0.9784965,0.00001410882,0.00004708992,0.000001549755,0.01361921,0.000004902799,0.003523237,0.001199993,0.0002971349,0.001692165],"study_design_scores_gemma":[0.0003930063,0.00004069076,0.9670014,0.0001965064,0.00002239169,1.626387e-8,0.003451552,0.003036635,0.0004664021,0.02382332,0.001332391,0.0002357056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9862399,0.0001004586,0.00001548967,0.001068557,0.0001479533,0.0002555194,0.00001046252,0.00003606873,0.01212558],"genre_scores_gemma":[0.9947432,0.0003424895,0.001267907,0.00008277471,0.000149614,0.00003021198,0.00001624729,0.000007213965,0.003360308],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03278344,"threshold_uncertainty_score":0.9999027,"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."}}