{"id":"W3134132637","doi":"10.5539/jsd.v14n2p111","title":"Political Environment and Biosocial Projects Performance in Informal Settlements in Nairobi County, Kenya","year":2021,"lang":"en","type":"article","venue":"Journal of Sustainable Development","topic":"Operations Management Techniques","field":"Decision Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Biosocial theory; Data collection; Descriptive statistics; Sample (material); Multivariate analysis of variance; Qualitative property; Sociology; Applied psychology; Psychology; Statistics; Social science; Social psychology; Mathematics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006780209,0.0002509632,0.0002380644,0.0008546912,0.002379342,0.0009869627,0.0003328875,0.0002966042,0.001894496],"category_scores_gemma":[0.001586476,0.000214992,0.0001326519,0.001000819,0.001099242,0.0005454271,0.001553336,0.0003467943,0.0001406106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001466031,"about_ca_system_score_gemma":0.001902574,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04728483,"about_ca_topic_score_gemma":0.2140544,"domain_scores_codex":[0.9993997,0.0002043125,0.00004619676,0.00005532936,0.00008383832,0.0002106058],"domain_scores_gemma":[0.9990989,0.0001054377,0.0003904962,0.00002302654,0.00009020761,0.0002919333],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005312248,0.0001618307,0.9660095,0.0001134942,0.00002022114,0.0008922967,0.02211359,0.00009892798,0.0009876707,0.000452634,0.0002483428,0.008848401],"study_design_scores_gemma":[0.000004271422,0.000073078,0.9489667,0.00006340873,0.00001067161,0.0001501905,0.04929497,0.0001115542,0.00007577425,0.00006320678,0.00117877,0.000007335335],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991345,0.00007202406,0.00001772471,0.00006010116,0.000001184966,0.0000104505,0.00002327753,4.01145e-7,0.0006804702],"genre_scores_gemma":[0.9994507,0.00008690402,0.0000574846,0.0000124931,0.000001097044,0.00001277295,0.00002762285,4.011526e-7,0.0003505152],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04728483,"threshold_uncertainty_score":0.09401923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0290244593179467,"score_gpt":0.3037220941097184,"score_spread":0.2746976347917717,"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."}}