{"id":"W4392624552","doi":"10.1016/j.chipro.2024.100015","title":"Policy Paradox","year":2024,"lang":"en","type":"article","venue":"Child Protection and Practice","topic":"Child Welfare and Adoption","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University; University of Toronto","funders":"","keywords":"Philosophy; Economics; Political science","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":[],"consensus_categories":[],"category_scores_codex":[0.0007018301,0.00005022056,0.00004166833,0.00008111497,0.0006050964,0.0002701315,0.00003301813,0.00006126642,0.00009898267],"category_scores_gemma":[0.0009694973,0.00004682448,0.00002492484,0.0003458735,0.00006401379,0.0006502401,0.00001156562,0.0001960355,0.0001179003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003639886,"about_ca_system_score_gemma":0.00008282994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002123608,"about_ca_topic_score_gemma":0.000107002,"domain_scores_codex":[0.9993288,0.0002122911,0.00006924894,0.0001462392,0.0001315015,0.000111907],"domain_scores_gemma":[0.9996766,0.0001496527,0.00002401749,0.00005790828,0.0000282398,0.00006362291],"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":[0.00004335869,0.00002984439,0.000008992348,0.00002965905,0.00002288871,0.000008091316,0.009220541,0.000002340034,0.00007106407,0.5294042,0.001273266,0.4598857],"study_design_scores_gemma":[0.00005235363,0.00002327345,0.0003856972,0.00003123983,0.00001316226,0.00006689408,0.00117768,0.00002969713,0.00002975038,0.00491684,0.9932076,0.00006584614],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001845928,0.001906298,0.003262549,0.3244391,0.0006383852,0.0004078159,0.000002124536,0.0003746688,0.6671231],"genre_scores_gemma":[0.9917954,0.002035284,0.0001456601,0.001653316,0.001658234,0.00001834578,0.000001483403,0.000007630398,0.002684612],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9919343,"threshold_uncertainty_score":0.4653974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02961095735678878,"score_gpt":0.3598238687823002,"score_spread":0.3302129114255115,"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."}}