{"id":"W3128086880","doi":"10.24167/tesa.v18i1.2420","title":"Model Desain Tata Ruang Kawasan Kampung Batik Celaket Berbasis Kawasan Produktif di Kota Malang","year":2021,"lang":"ms","type":"article","venue":"Tesa Arsitektur","topic":"Architectural and Urban Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Tourism; Service (business); Field research; Architectural engineering; Business; Tourist attraction; Research method; Facade; Transport engineering; Geography; Civil engineering; Marketing; Engineering; Sociology","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":[],"category_scores_codex":[0.0003712502,0.0008618651,0.001025198,0.0002877091,0.001272074,0.0005070264,0.0005812036,0.0002061293,0.001985298],"category_scores_gemma":[0.0001459027,0.0007599135,0.000429432,0.0003546293,0.0005115603,0.0004743764,0.000911521,0.0008536637,0.0003341858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002004728,"about_ca_system_score_gemma":0.0001882659,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005441551,"about_ca_topic_score_gemma":0.006642543,"domain_scores_codex":[0.9956019,0.0002527919,0.0008974554,0.0012558,0.0006081306,0.001383916],"domain_scores_gemma":[0.9979697,0.000308165,0.0002818588,0.0009099217,0.0002577505,0.0002725768],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006060743,0.002718244,0.1275086,0.003135267,0.002313826,0.002973249,0.3691896,0.006974921,0.007017751,0.1783724,0.2013371,0.097853],"study_design_scores_gemma":[0.006551584,0.0008186938,0.08665931,0.003893191,0.001767512,0.0002741673,0.05887211,0.09646224,0.00414504,0.02443066,0.7084594,0.007666113],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8972095,0.01588391,0.00006125567,0.005388647,0.0008585639,0.0007117268,0.0006704609,0.0002398359,0.07897608],"genre_scores_gemma":[0.8988292,0.0005695565,0.001078754,0.0007947414,0.001113918,0.00006348493,0.0002811651,0.0001114662,0.09715772],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5071223,"threshold_uncertainty_score":0.9994852,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05443300382132518,"score_gpt":0.231160832304604,"score_spread":0.1767278284832788,"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."}}