{"id":"W1568340135","doi":"10.1007/978-1-4419-6275-1","title":"Child Welfare in Developing Countries","year":2010,"lang":"en","type":"book","venue":"","topic":"Poverty, Education, and Child Welfare","field":"Social Sciences","cited_by":16,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"","keywords":"Welfare; Intervention (counseling); Key (lock); Human welfare; Typically developing; Psychology; Business; Public economics; Computer science; Economics; Developmental psychology; Computer security; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003885914,0.0002043141,0.0002578188,0.000157887,0.001242198,0.0001334827,0.0004632627,0.0006224819,0.003889851],"category_scores_gemma":[0.00006449135,0.0001989396,0.00006961913,0.0001190662,0.0002400418,0.0001924014,0.00003016385,0.0005008401,0.0002056312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004650402,"about_ca_system_score_gemma":0.002711376,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004043412,"about_ca_topic_score_gemma":0.2618035,"domain_scores_codex":[0.9985794,0.00005051235,0.000259586,0.0003123868,0.0004286541,0.0003694686],"domain_scores_gemma":[0.9993722,0.00005780316,0.000118016,0.0002268353,0.000126701,0.00009846909],"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":[0.000001570401,0.00001025017,0.0007299118,0.00002757325,0.0000088755,0.000001744876,0.007034244,6.384269e-8,6.558896e-9,0.9147927,0.07646829,0.0009247642],"study_design_scores_gemma":[0.00008433566,0.000002948359,0.003648899,0.0001253894,0.000007708702,9.274875e-7,0.0009430297,1.130681e-7,0.00000137801,0.005852886,0.989029,0.0003034011],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00005119315,0.001018602,0.000008080833,0.05430926,0.001439269,0.0002470247,0.00002081171,0.00009644162,0.9428093],"genre_scores_gemma":[0.001214434,0.006527766,0.0002115147,0.002355721,0.00148812,0.0000139024,0.0001293984,0.00003102231,0.9880281],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9125607,"threshold_uncertainty_score":0.9970207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01097525903534012,"score_gpt":0.2654007569937268,"score_spread":0.2544254979583867,"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."}}