{"id":"W4318318185","doi":"10.31219/osf.io/xsdj3","title":"perencanaan wilayah kota","year":2023,"lang":"id","type":"preprint","venue":"","topic":"Geotechnical and construction materials studies","field":"Engineering","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Business; Environmental planning; Environmental science; Political 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001575344,0.0005009752,0.0006489382,0.0001257494,0.0001465082,0.0001417426,0.0003982562,0.0004435621,0.002468385],"category_scores_gemma":[0.00005444234,0.0004676221,0.0002358009,0.0001806522,0.000126739,0.00003970394,0.001132178,0.0005770052,0.008610247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009074339,"about_ca_system_score_gemma":0.00004787949,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005467306,"about_ca_topic_score_gemma":0.0002237217,"domain_scores_codex":[0.9980231,0.00003489081,0.0005900312,0.0005782846,0.0002590659,0.0005146569],"domain_scores_gemma":[0.9990392,0.00005667837,0.00007486947,0.000599382,0.00008763489,0.0001422513],"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":[0.0001561492,0.0004260019,0.01077375,0.01800257,0.01028362,0.0004957763,0.00317817,0.2796544,0.0624167,0.1205606,0.3818467,0.1122056],"study_design_scores_gemma":[0.002631501,0.0004396176,0.173433,0.0035373,0.001708269,0.0002064869,0.005144154,0.04869388,0.02608994,0.08437523,0.642307,0.01143355],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5464588,0.001966505,0.01204732,0.009293582,0.05627279,0.002143062,0.0005506272,0.01623627,0.355031],"genre_scores_gemma":[0.9261376,0.003582188,0.001273007,0.00006804549,0.001009181,0.0002054167,0.00006289067,0.000152821,0.06750883],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3796788,"threshold_uncertainty_score":0.9997776,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03735386860966689,"score_gpt":0.2289486604502906,"score_spread":0.1915947918406238,"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."}}