{"id":"W2551495812","doi":"10.1542/peds.2016-0720","title":"Socioeconomic Gaps in Parents’ Discipline Strategies From 1988 to 2011","year":2016,"lang":"en","type":"article","venue":"PEDIATRICS","topic":"Child Abuse and Trauma","field":"Psychology","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Socioeconomic status; Percentile; Medicine; Quarter (Canadian coin); Demography; Spanking; Environmental health; Population; Injury prevention; Poison control; Geography; Statistics","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":["insufficient_payload"],"category_scores_codex":[0.00009887903,0.0001300228,0.0001701131,0.0001318279,0.00003125358,0.00002564641,0.0002069647,0.00009856905,0.004694039],"category_scores_gemma":[0.00001337799,0.00009722322,0.00005487929,0.00007046658,0.00002337635,0.0001150688,0.00006352851,0.00009877916,0.01078525],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004994031,"about_ca_system_score_gemma":0.00003861696,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005570285,"about_ca_topic_score_gemma":0.001062612,"domain_scores_codex":[0.9990045,0.00003273992,0.0002562575,0.0003346409,0.00007142135,0.000300407],"domain_scores_gemma":[0.9993163,0.0001946926,0.00005872333,0.000310888,0.00001868611,0.0001007553],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008132921,0.0002095728,0.9416484,0.000005492704,0.00002490544,0.00002061298,0.00585688,0.000007353953,0.00004582047,0.003020633,0.03817535,0.01090368],"study_design_scores_gemma":[0.001323916,0.00005235742,0.9834924,0.000006007393,0.00002378842,5.592243e-7,0.001257655,7.698021e-7,0.00001838949,0.005551866,0.008045312,0.0002269289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880347,0.0005786971,0.0001789841,0.00106988,0.001293028,0.0001343965,0.0001552669,0.00005766893,0.008497345],"genre_scores_gemma":[0.9969427,0.0001906425,0.00009618529,0.0001746619,0.001624807,0.00002496716,0.00001736906,0.00002057359,0.0009081195],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04184408,"threshold_uncertainty_score":0.9962158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01981340715518054,"score_gpt":0.2961682628662924,"score_spread":0.2763548557111118,"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."}}