{"id":"W82528045","doi":"10.1093/pch/9.1.37","title":"Effective discipline for children","year":2004,"lang":"en","type":"article","venue":"Paediatrics & Child Health","topic":"Homicide, Infanticide, and Child Abuse","field":"Social Sciences","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.001581165,0.0002189963,0.0003905733,0.0001741433,0.001978333,0.00008121513,0.0003853978,0.0001531223,0.00002421314],"category_scores_gemma":[0.0004652326,0.0002059394,0.0002187194,0.0006087752,0.0001697709,0.0001877692,0.00005549786,0.0003162677,0.0000737626],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004280903,"about_ca_system_score_gemma":0.0007204885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00358856,"about_ca_topic_score_gemma":0.004672691,"domain_scores_codex":[0.9975675,0.000158499,0.0004384397,0.0004623033,0.0004368045,0.0009364743],"domain_scores_gemma":[0.9985398,0.0003149415,0.0002600184,0.0002918974,0.0001119424,0.0004813705],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"observational","study_design_scores_codex":[0.0001780567,0.00116568,0.3499531,0.0002137253,0.0001747352,0.000005034912,0.1041746,0.0005805489,0.000004619583,0.4777158,0.01320894,0.0526251],"study_design_scores_gemma":[0.00683566,0.0007956742,0.8909078,0.0001513247,0.000133483,0.000008918332,0.002815401,0.00001924771,0.00009200389,0.04454199,0.05259703,0.001101512],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8706381,0.008768356,0.01437929,0.07680596,0.002724552,0.009218397,0.0004670315,0.000811532,0.01618682],"genre_scores_gemma":[0.9873285,0.002535774,0.001707719,0.003680548,0.004421642,0.00008983196,0.0001018111,0.00004294766,0.00009126239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5409546,"threshold_uncertainty_score":0.999321,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009101141227290388,"score_gpt":0.306664644723078,"score_spread":0.2975635034957876,"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."}}