{"id":"W2171878133","doi":"10.14710/tataloka.13.3.152-166","title":"MENUJU PEMBANGUNAN BERBASIS TATA RUANG MELALUI PERENCANAAN LINGKUNGAN BERTETANGGA SECARA PARTISIPATIF Studi Kasus Pelaksanaan Program Pengembangan Lingkungan Berbasis Komunitas (PLP-BK) di Kelurahan Pringapus Kabupaten Semarang","year":2016,"lang":"id","type":"article","venue":"DOAJ (DOAJ: Directory of Open Access Journals)","topic":"Public Administration in Developing Nations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"CLARITY; Citizen journalism; Government (linguistics); Scope (computer science); Community participation; Participatory planning; Plan (archaeology); Public participation; Local government; Environmental planning; Business; Public relations; Sociology; Political science; Public administration; Computer science; Geography; Socioeconomics; Law","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","open_science","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.009509063,0.001800506,0.002874288,0.002443051,0.00466306,0.007024778,0.01044717,0.0009718189,0.005667858],"category_scores_gemma":[0.00803363,0.001608939,0.001060756,0.006426025,0.001898741,0.007728279,0.002967617,0.001908841,0.0001670014],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00175042,"about_ca_system_score_gemma":0.003816113,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01048196,"about_ca_topic_score_gemma":0.01414718,"domain_scores_codex":[0.9820489,0.004260317,0.00412956,0.002400562,0.004372094,0.002788553],"domain_scores_gemma":[0.984067,0.003399395,0.004737954,0.002306578,0.003315202,0.002173877],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004735886,0.003505028,0.6431395,0.0006472908,0.004964025,0.0003786896,0.03014246,0.00004876369,0.01419443,0.003510012,0.05292272,0.2460734],"study_design_scores_gemma":[0.003543069,0.0004149924,0.7882777,0.004770362,0.002277516,0.00006631434,0.01045005,0.0002014162,0.02045858,0.003356994,0.1615969,0.004586132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9433212,0.02075909,0.0002382371,0.008551904,0.003889951,0.005096396,0.0009466041,0.000588943,0.01660766],"genre_scores_gemma":[0.973254,0.01410844,0.001436064,0.0001643282,0.001387922,0.0007829203,0.0002000124,0.0003368712,0.008329453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2414873,"threshold_uncertainty_score":0.999474,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2748834948253448,"score_gpt":0.5597190181454162,"score_spread":0.2848355233200714,"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."}}