{"id":"W7117670047","doi":"10.58793/marusad.1822374","title":"KENTSEL ÇEVRE İLE SOSYAL KONUT ETKİLEŞİMİ: BAŞAKŞEHIR (İSTANBUL) ÖRNEĞİ","year":2025,"lang":"","type":"article","venue":"Marmara Sosyal Araştırmalar Dergisi","topic":"Gender Studies and Social Issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Social assistance; Work (physics); Social analysis; Quarter (Canadian coin)","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":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.002783629,0.001758809,0.002249065,0.0006426644,0.007838722,0.00146333,0.002894863,0.001518407,0.002511706],"category_scores_gemma":[0.000719392,0.001995485,0.001689195,0.003383329,0.002389802,0.0007547786,0.002152264,0.002019065,0.001009965],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009013304,"about_ca_system_score_gemma":0.002121024,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01446528,"about_ca_topic_score_gemma":0.008650912,"domain_scores_codex":[0.9865605,0.001990117,0.002340384,0.002588304,0.002527984,0.003992756],"domain_scores_gemma":[0.9947663,0.0008011521,0.0008541069,0.001522768,0.001004637,0.001051043],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001229375,0.005975977,0.06436501,0.002330389,0.007411338,0.0008041814,0.1853299,0.001177434,0.0006396262,0.2272849,0.3635784,0.1398735],"study_design_scores_gemma":[0.003404816,0.0002602824,0.01604445,0.0004692043,0.0007202488,0.000006568759,0.07577655,0.0007058807,0.0004636433,0.009672439,0.8902538,0.002222136],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.20068,0.04705968,0.001014733,0.04978342,0.01792293,0.003134907,0.0003227611,0.0009522169,0.6791293],"genre_scores_gemma":[0.8940125,0.01477284,0.0004222491,0.002706264,0.002129466,0.0002053517,0.00006912335,0.0001602665,0.08552198],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6933324,"threshold_uncertainty_score":0.9997779,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0135665126422533,"score_gpt":0.2984683389695664,"score_spread":0.2849018263273131,"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."}}