{"id":"W2990089691","doi":"10.4324/9780203730539-3","title":"Citizen engagement in child care policy","year":2019,"lang":"en","type":"book-chapter","venue":"","topic":"Research in Social Sciences","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Child care; Psychology; Political science; Medicine; Nursing","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":["insufficient_payload"],"category_scores_codex":[0.00156091,0.0002001922,0.0003023942,0.0003635862,0.0005939776,0.0001972747,0.001025554,0.0003804558,0.008596183],"category_scores_gemma":[0.0003933196,0.0001837012,0.0001450495,0.0001976109,0.0007420368,0.0001616047,0.000274313,0.0006403023,0.001221095],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001286492,"about_ca_system_score_gemma":0.002334617,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.02442342,"about_ca_topic_score_gemma":0.03496581,"domain_scores_codex":[0.9968031,0.0001818985,0.0002583821,0.0004608465,0.001623784,0.0006720126],"domain_scores_gemma":[0.9990476,0.0002029342,0.000102026,0.0002869932,0.0001395583,0.0002209198],"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":[0.000001787624,0.000004002267,0.0002033004,0.00001408864,0.000007959471,0.00001059977,0.01776933,9.813822e-7,2.748144e-7,0.95413,0.004478857,0.02337881],"study_design_scores_gemma":[0.0001034223,0.0000266347,0.0002201906,0.00008819927,0.000002972545,1.3604e-7,0.008285361,3.983535e-7,0.000001904732,0.02999712,0.9610369,0.0002367426],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00002813793,0.0003735972,0.000002171389,0.006278997,0.0003525969,0.0008676596,0.00001753095,0.00006989487,0.9920094],"genre_scores_gemma":[0.03690543,0.001863593,0.00008528168,0.0004011385,0.001364252,0.00001387936,0.00001013654,0.00002452893,0.9593318],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.956558,"threshold_uncertainty_score":0.9995565,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06401419444196613,"score_gpt":0.4010308098207513,"score_spread":0.3370166153787851,"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."}}