{"id":"W4414376059","doi":"10.35234/fumbd.1716641","title":"Rejeneratif Tasarım ve Sürdürülebilirlik Üzerine Bibliyometrik Analiz","year":2025,"lang":"tr","type":"article","venue":"Fırat Üniversitesi Mühendislik Bilimleri Dergisi","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Sustainability; Work (physics); Identification (biology); The Internet; Order (exchange)","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","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0008492564,0.001545124,0.00153377,0.006553537,0.0009616034,0.000988505,0.001581245,0.0008497229,0.00372644],"category_scores_gemma":[0.0003166885,0.001767506,0.0007960448,0.01284989,0.0003658038,0.001273484,0.0008642098,0.001244616,0.0005970692],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002249118,"about_ca_system_score_gemma":0.0008651664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002692357,"about_ca_topic_score_gemma":0.00006290471,"domain_scores_codex":[0.9931206,0.0003032479,0.001330414,0.001934398,0.001072382,0.002238945],"domain_scores_gemma":[0.9960251,0.0006192255,0.000327853,0.00179526,0.0005442832,0.0006882765],"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":[0.000777497,0.001738474,0.02575204,0.004151074,0.004530926,0.00181381,0.002119562,0.03237438,0.02912344,0.05434733,0.8194243,0.02384722],"study_design_scores_gemma":[0.008253428,0.001031385,0.01843178,0.001650966,0.002014576,0.00007551006,0.01380477,0.06274283,0.01952786,0.003620789,0.8640484,0.00479768],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5735316,0.05461908,0.08169302,0.007912411,0.01770037,0.006591047,0.001173428,0.005139546,0.2516395],"genre_scores_gemma":[0.9484248,0.004296102,0.005927201,0.0008450987,0.0006666341,0.00007795856,0.0003032601,0.0002594647,0.03919948],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3748932,"threshold_uncertainty_score":0.9997298,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008757434726757326,"score_gpt":0.2406996817536336,"score_spread":0.2319422470268763,"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."}}