{"id":"W4404653857","doi":"10.15291/magistra.4330","title":"Quality of Physical Environment in Preschools in Informal Settlements in Nairobi City County in Kenya","year":2023,"lang":"en","type":"article","venue":"Magistra Iadertina","topic":"Child Nutrition and Water Access","field":"Nursing","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Education and Early Childhood Development","funders":"","keywords":"Informal settlements; Human settlement; Quality (philosophy); Geography; Socioeconomics; Environmental planning; Economic growth; Sociology; Archaeology; Economics","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006219344,0.0003472511,0.0004115225,0.0008548855,0.003807076,0.001156289,0.0005373207,0.000393082,0.001904686],"category_scores_gemma":[0.001068032,0.0003670807,0.0002100691,0.001464575,0.001847931,0.0006373631,0.001220562,0.0004508632,0.0001199645],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003690783,"about_ca_system_score_gemma":0.004850367,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1890228,"about_ca_topic_score_gemma":0.4869893,"domain_scores_codex":[0.9995449,0.00009145383,0.00003662281,0.00006396958,0.00007223432,0.0001908277],"domain_scores_gemma":[0.9994937,0.00007203724,0.0001941268,0.00001511899,0.00007722383,0.0001477801],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001214013,0.0001623568,0.8903467,0.0005170684,0.0000345704,0.003864492,0.08896966,0.0001033402,0.001995477,0.0005684659,0.0006220391,0.01269445],"study_design_scores_gemma":[0.000004601256,0.0001298074,0.8569273,0.0001467731,0.00001621651,0.0003502918,0.1408258,0.00003570378,0.0001201946,0.00004692861,0.001382324,0.00001405313],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990578,0.0002426653,0.0000158693,0.00006685068,0.000001940291,0.00002267491,0.00005416863,0.000001007864,0.0005370582],"genre_scores_gemma":[0.9991333,0.000359975,0.00010586,0.00002647394,0.000001105765,0.00002024831,0.0000490295,8.082349e-7,0.0003033442],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1890228,"threshold_uncertainty_score":0.3758452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03084501176326089,"score_gpt":0.3099747963487653,"score_spread":0.2791297845855044,"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."}}