{"id":"W7127862945","doi":"","title":"Yer Oluşturma ve Kamusal Alanların Geliştirilmesi Yoluyla Libya Şehirlerinin İnsan Odaklı Düzenlenmesinde Kentsel Tasarımın Rolü","year":2025,"lang":"","type":"article","venue":"DergiPark (Istanbul University)","topic":"Turkish Urban and Social Issues","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Work (physics); Quarter (Canadian coin); Identification (biology)","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","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001039253,0.001224841,0.001564215,0.001311163,0.003200863,0.0009154933,0.002862707,0.001567718,0.00343519],"category_scores_gemma":[0.0003653839,0.001587178,0.001032289,0.00497358,0.002320752,0.001515068,0.0009898784,0.001471297,0.0009464018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002088447,"about_ca_system_score_gemma":0.002191084,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004296256,"about_ca_topic_score_gemma":0.004200517,"domain_scores_codex":[0.9911603,0.001675142,0.001053279,0.002050083,0.001584436,0.002476725],"domain_scores_gemma":[0.9956698,0.0006781951,0.0007063267,0.001251774,0.0006266313,0.001067267],"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":[0.00176808,0.001868788,0.01478271,0.0003957897,0.002254166,0.0027038,0.07148091,0.00009392444,0.0004130277,0.4678541,0.4297736,0.006611143],"study_design_scores_gemma":[0.002541501,0.0001697005,0.006211048,0.0003057407,0.0006657853,0.000003662043,0.06785842,0.000109946,0.0002752517,0.001773042,0.9186206,0.001465299],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1601454,0.003480072,0.0004977272,0.004705,0.003966218,0.001303069,0.0003607413,0.0006393053,0.8249025],"genre_scores_gemma":[0.7219736,0.002855176,0.0003315821,0.000879239,0.0006952378,0.00000361834,0.00008194499,0.00008543747,0.2730941],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.5618283,"threshold_uncertainty_score":0.9998315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01046681434129536,"score_gpt":0.2482138697802475,"score_spread":0.2377470554389521,"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."}}