{"id":"W4410414257","doi":"10.37715/aksen.v9i2.5560","title":"Redefinisi Perancah : Potensi Arsitektur Temporer pada Keberlanjutan","year":2025,"lang":"en","type":"article","venue":"AKSEN","topic":"Architectural and Urban Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.00005228518,0.0001487276,0.0001994318,0.00007007815,0.0005171601,0.00007921633,0.0001226083,0.00002834669,0.0006282328],"category_scores_gemma":[0.00001782236,0.000104495,0.00009572008,0.0000403961,0.0001848272,0.00005829702,0.0001010159,0.0001286569,0.0002003297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001607184,"about_ca_system_score_gemma":0.00001942323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004218479,"about_ca_topic_score_gemma":0.0008661348,"domain_scores_codex":[0.9992649,0.00002230589,0.0001693457,0.0002071771,0.000111451,0.0002248241],"domain_scores_gemma":[0.9996134,0.00006325264,0.00003526727,0.0001877963,0.00006787745,0.00003240791],"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":[0.00007040505,0.00005753393,0.004461015,0.00005877703,0.0002756826,0.00004655349,0.03204504,0.000003225116,0.0002258624,0.5143681,0.4169766,0.03141124],"study_design_scores_gemma":[0.0002086995,0.00004711014,0.004354779,0.00003695254,0.00003380597,0.000002868766,0.002381772,0.0000100708,0.00007067669,0.01258314,0.9801067,0.0001634852],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2649335,0.001029435,0.000005751162,0.0102731,0.0007082194,0.0001291456,0.00002712037,0.0001572067,0.7227365],"genre_scores_gemma":[0.8402212,0.00002789916,0.00005517029,0.00197549,0.000358537,0.000007451857,0.00001010348,0.000008882665,0.1573353],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5752877,"threshold_uncertainty_score":0.6878709,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01448339581457923,"score_gpt":0.2083546566642367,"score_spread":0.1938712608496575,"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."}}