{"id":"W7006352655","doi":"","title":"Three Essays on the Economics of Child Well-Being","year":2019,"lang":"en","type":"dissertation","venue":"MacSphere (McMaster University)","topic":"Intergenerational and Educational Inequality Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Child health; Sibling; Instrumental variable; National Child Development Study; Longitudinal study; Mental health; Educational attainment; Child care; Health care","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":[0.0001929813,0.0001527651,0.000198622,0.00008222956,0.0005735703,0.0000383263,0.0004127699,0.0001500992,0.03671209],"category_scores_gemma":[0.00003641461,0.0001342533,0.0001470648,0.000176363,0.00009295856,0.0001067722,0.00003599958,0.0001948072,0.0001964694],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001595233,"about_ca_system_score_gemma":0.0002079376,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001341648,"about_ca_topic_score_gemma":0.02218694,"domain_scores_codex":[0.9991419,0.00008769987,0.0001667852,0.0002266619,0.0002011846,0.0001757612],"domain_scores_gemma":[0.9992347,0.0002023235,0.0002130206,0.0001489307,0.0001648008,0.00003624332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00007142694,0.00004593971,0.0006010964,0.00003628876,0.000132659,6.901247e-7,0.008447982,0.0001086276,0.000003282267,0.9780474,0.005181557,0.007323058],"study_design_scores_gemma":[0.0001630607,0.00005128497,0.001363077,0.0001796185,0.00007579471,1.290944e-7,0.06519021,0.00004005601,0.0001600486,0.009029367,0.9234713,0.0002761003],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.02717632,0.00003472606,0.00001712671,0.00367901,0.001166763,0.0002171499,0.00001762571,0.00001381773,0.9676775],"genre_scores_gemma":[0.1666216,0.0001477515,0.00002859724,0.0004122054,0.0003755613,0.0000016147,0.000110814,0.00001474158,0.8322871],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.969018,"threshold_uncertainty_score":0.9956556,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02371577653783302,"score_gpt":0.2463092064076767,"score_spread":0.2225934298698437,"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."}}