{"id":"W2762730755","doi":"10.1177/2156869317731603","title":"Poverty Dynamics, Parenting, and Child Mental Health in Canada","year":2017,"lang":"en","type":"article","venue":"Society and Mental Health","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":38,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Poverty; Mental health; Psychology; Anxiety; Association (psychology); Developmental psychology; Child poverty; Depression (economics); Clinical psychology; Psychiatry; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.000560902,0.00008408417,0.0001499109,0.00001010058,0.003388586,0.00008928771,0.0001024741,0.00003091898,0.00002875629],"category_scores_gemma":[0.00001054785,0.00008530993,0.00002382119,0.0000376965,0.0001253728,0.0001474358,0.00006736778,0.0001345427,9.319627e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001874784,"about_ca_system_score_gemma":0.004560026,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9597581,"about_ca_topic_score_gemma":0.9926715,"domain_scores_codex":[0.9989641,0.00006073263,0.0001866867,0.000203504,0.0001986657,0.0003862754],"domain_scores_gemma":[0.9993897,0.000009937008,0.0001592065,0.00009814214,0.000008880986,0.0003341453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005240343,0.00006972503,0.6948851,0.00007159717,0.00001528736,2.097087e-7,0.1213294,8.807434e-8,1.453602e-7,0.004212562,0.1147534,0.06465723],"study_design_scores_gemma":[0.0005794308,0.0000296278,0.786795,0.0001301879,6.149088e-7,0.000002065075,0.1069333,0.0000562803,7.618256e-7,0.0001742966,0.1051653,0.0001331497],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5558833,0.002736981,0.000002972452,0.4317459,0.001144069,0.000636287,0.0001433998,0.00002122348,0.007685908],"genre_scores_gemma":[0.9712763,0.01279826,0.0002688573,0.01479904,0.0000698244,0.000003848164,0.00007206926,0.000005952761,0.0007058925],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4169468,"threshold_uncertainty_score":0.9979089,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01117485128640138,"score_gpt":0.3043864584555914,"score_spread":0.29321160716919,"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."}}