{"id":"W7133259544","doi":"10.18280/ijsse.151219","title":"Application of Defensible Space Theory in a Nigerian Secondary School: Faith Academy, Ota","year":2025,"lang":"","type":"article","venue":"International Journal of Safety and Security Engineering","topic":"African Education and Politics","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Faith; Space (punctuation); Good faith; Space technology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001454142,0.0001436138,0.0003158826,0.0005436162,0.00007005157,0.00005808988,0.0004333563,0.000179127,0.0001313861],"category_scores_gemma":[0.0005512742,0.0001576607,0.0001102125,0.0004093841,0.0001647781,0.0003696548,0.00008141788,0.0006724932,0.000002266765],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000291625,"about_ca_system_score_gemma":0.000663139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001624105,"about_ca_topic_score_gemma":0.00006035322,"domain_scores_codex":[0.9982944,0.0001285469,0.0008232329,0.0001449144,0.0003962477,0.0002126737],"domain_scores_gemma":[0.9985844,0.0004200896,0.0004163081,0.00007534694,0.0003366624,0.0001671371],"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":[0.0003064225,0.0001778584,0.006871141,0.0001361622,0.0002834091,0.000006671455,0.02557624,0.002254916,0.0004445063,0.9541272,0.0002350016,0.009580489],"study_design_scores_gemma":[0.004988864,0.0002158271,0.1769783,0.003103309,0.0002538932,0.0001165908,0.06867378,0.0250027,0.001905411,0.1616004,0.556129,0.001031866],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7383298,0.01506569,0.1097873,0.08417815,0.007964686,0.0008386605,0.0002366178,0.00004931591,0.04354976],"genre_scores_gemma":[0.9957942,0.002745725,0.0004291002,0.000382998,0.0003923748,0.000001571017,0.000002502595,0.000008161596,0.0002433773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7925268,"threshold_uncertainty_score":0.6429217,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005146856884455753,"score_gpt":0.2802221687473625,"score_spread":0.2750753118629067,"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."}}