{"id":"W6913054524","doi":"10.5683/sp3/oxeufr","title":"Replication Data and Code for: Child Penalties in Canada","year":2023,"lang":"en","type":"dataset","venue":"Borealis","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université du Québec à Montréal","funders":"","keywords":"Replication (statistics); Code (set theory); Replicate; Data file; Table (database); Scheme (mathematics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.002787664,0.001821519,0.001672173,0.005017947,0.003775214,0.003896501,0.00397514,0.001483409,0.1563175],"category_scores_gemma":[0.02665153,0.001265883,0.002013679,0.01408835,0.0008534969,0.001156218,0.001999437,0.002756989,0.05439154],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01485316,"about_ca_system_score_gemma":0.04560805,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9430993,"about_ca_topic_score_gemma":0.9620724,"domain_scores_codex":[0.9972329,0.0003532773,0.000238442,0.0006774585,0.000855998,0.0006418487],"domain_scores_gemma":[0.984432,0.002141826,0.0007413829,0.002752102,0.008911548,0.001021007],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003411408,0.000008660587,0.001483414,0.0001357817,0.00002710095,0.00001109582,0.00004815732,0.0002183629,0.00001436605,0.0004254922,0.9958865,0.001706928],"study_design_scores_gemma":[0.0005004887,0.00001470598,0.03354346,0.0006355405,0.0001119246,0.00007251202,0.0004215101,0.0006512392,0.0002826746,0.001884919,0.9617669,0.0001141488],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"dataset","genre_gemma":"dataset","genre_scores_codex":[0.0002232056,0.00004607189,0.0001148638,0.0001060978,0.00003534692,0.00004379686,0.9977769,0.0002648326,0.001388839],"genre_scores_gemma":[0.002236117,0.00009315342,0.0006987119,0.0001074529,0.00001778071,0.0004808831,0.9914902,0.0003799708,0.00449567],"genre_candidate":"dataset","genre_consensus":"dataset","teacher_disagreement_score":0.9972124,"threshold_uncertainty_score":0.5229342,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05459861091462413,"score_gpt":0.3120697267939851,"score_spread":0.257471115879361,"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."}}