{"id":"W7124243507","doi":"10.29313/jrpwk.v5i2.7559","title":"Persepsi Masyarakat terhadap Perubahan Tata Guna Lahan di Koridor Jalan Ir. H. Djuanda, Kota Bandung","year":2025,"lang":"","type":"article","venue":"Jurnal Riset Perencanaan Wilayah dan Kota","topic":"Wetland Management and Conservation","field":"Engineering","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Land use; Land cover; Vegetation cover; Spatial planning","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","scholarly_communication"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0008433971,0.001542729,0.001396196,0.001097025,0.00109361,0.001290978,0.001790184,0.0005870157,0.0008799355],"category_scores_gemma":[0.0001681529,0.001586605,0.0007330999,0.001680705,0.000289271,0.001222949,0.0006608785,0.00156911,0.0001429046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008049767,"about_ca_system_score_gemma":0.0004904362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009936698,"about_ca_topic_score_gemma":0.002156655,"domain_scores_codex":[0.9931701,0.000290446,0.001747982,0.001582857,0.001184579,0.002023996],"domain_scores_gemma":[0.9964498,0.0002095034,0.0004476946,0.001808034,0.0003151467,0.0007697897],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001016598,0.00100792,0.5116674,0.003555818,0.004629892,0.0008718222,0.007252281,0.003827476,0.01042204,0.0157474,0.3328212,0.1071802],"study_design_scores_gemma":[0.006096995,0.0006492016,0.4588523,0.002097556,0.002360495,0.00006637966,0.00954265,0.1021391,0.001025241,0.0006810404,0.4129603,0.003528777],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9114978,0.003778987,0.001746472,0.004982197,0.00539153,0.001554531,0.0004286685,0.0005502827,0.07006948],"genre_scores_gemma":[0.9814635,0.002238836,0.0001690454,0.0007607838,0.001186658,0.000135557,0.0007049593,0.0001933254,0.01314732],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1036514,"threshold_uncertainty_score":0.9997458,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01198952522375986,"score_gpt":0.2313803526341385,"score_spread":0.2193908274103787,"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."}}