{"id":"W7156200620","doi":"10.35718/sepakat.v4i5.8481745","title":"REVITALISASI IDENTITAS WILAYAH RT 25 DI DESA WANATIRTA BALIKPAPAN","year":2025,"lang":"","type":"article","venue":"Seminar Nasional Pengabdian Kepada Masyarakat (SEPAKAT)","topic":"Architectural and Urban Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Qualitative research; Power (physics)","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","sts","scholarly_communication","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001219715,0.002101077,0.002233222,0.001121125,0.005836776,0.00140917,0.002079763,0.0005399048,0.00334624],"category_scores_gemma":[0.0006771811,0.001895453,0.001575416,0.0009410806,0.002644794,0.001267472,0.002059479,0.001933894,0.001518878],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007349958,"about_ca_system_score_gemma":0.0008144554,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001189133,"about_ca_topic_score_gemma":0.003336007,"domain_scores_codex":[0.9901873,0.0007347515,0.002378834,0.002392158,0.001907662,0.002399299],"domain_scores_gemma":[0.9944552,0.00142529,0.000776927,0.001650344,0.0009251548,0.0007670968],"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":[0.0009752953,0.00118379,0.008600583,0.002414672,0.002456528,0.001040078,0.01458957,0.0001121872,0.001608941,0.307146,0.633411,0.02646132],"study_design_scores_gemma":[0.002118798,0.0007346703,0.01113685,0.003916529,0.001184786,0.0001123403,0.0127077,0.0003267548,0.00128783,0.01618246,0.9476821,0.002609135],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5593535,0.1309873,0.0001696917,0.02113169,0.01384799,0.004248384,0.003181644,0.0008583692,0.2662214],"genre_scores_gemma":[0.7923155,0.003657097,0.0001894739,0.00230801,0.002434619,0.000170861,0.000371,0.0001690641,0.1983843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3142712,"threshold_uncertainty_score":0.9996275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01512917872468321,"score_gpt":0.2528954823153116,"score_spread":0.2377663035906283,"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."}}