{"id":"W4236859038","doi":"10.31227/osf.io/2tgjf","title":"PKM PEMANFAATAN RUANG PUBLIK KAMPUNG KREATIF DENGAN KONSEP VERTICAL GARDEN DI KELURAHAN DUKUH MENANGGAL SURABAYA","year":2019,"lang":"id","type":"preprint","venue":"","topic":"Waste Management and Recycling","field":"Environmental Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Humanities; Physics; Art","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","insufficient_payload"],"consensus_categories":["metaepi_narrow","insufficient_payload"],"category_scores_codex":[0.001902594,0.001424962,0.001424677,0.0003393284,0.0007138813,0.001385317,0.002552763,0.0009550448,0.01296216],"category_scores_gemma":[0.0002433543,0.001209871,0.0008559644,0.0004967896,0.0006975731,0.0007499325,0.007043208,0.001825123,0.0168119],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009893129,"about_ca_system_score_gemma":0.0001043078,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009257784,"about_ca_topic_score_gemma":0.0009436573,"domain_scores_codex":[0.9909778,0.0006139411,0.001511428,0.002713917,0.002087568,0.00209533],"domain_scores_gemma":[0.9959203,0.000513269,0.0003843954,0.002298111,0.00005414458,0.0008297908],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007823821,0.00294291,0.7748833,0.003119996,0.00372931,0.0009259594,0.008644625,0.0317951,0.03019998,0.006960513,0.09875897,0.03725693],"study_design_scores_gemma":[0.005837097,0.0008753262,0.6834217,0.002058481,0.002417832,0.0001270584,0.01170383,0.1003988,0.01285383,0.001148664,0.1697321,0.009425205],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.562201,0.000252343,0.001500643,0.002797858,0.003762133,0.002224289,0.0000253405,0.0003022827,0.4269341],"genre_scores_gemma":[0.8274535,0.0003686687,0.0009147996,0.0003206498,0.0005917692,0.00006713811,0.0002067405,0.0001528594,0.1699239],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2652525,"threshold_uncertainty_score":0.99985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01583396469386151,"score_gpt":0.2321378540245366,"score_spread":0.2163038893306751,"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."}}