{"id":"W4363672425","doi":"10.18280/ijsdp.180306","title":"Social Norms Framework of Suku Laut in Traditional Coastal Settlement of Mainland Batam","year":2023,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Community-based Tourism Development and Sustainability","field":"Social Sciences","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universiti Teknologi Malaysia","keywords":"Settlement (finance); Mainland; Mainland China; Geography; Political science; Business; Archaeology; China","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002877365,0.0001038729,0.0002526565,0.000687566,0.000238692,0.00004860895,0.0003460319,0.00009098951,0.00009467095],"category_scores_gemma":[0.0005417744,0.0001020874,0.00006002276,0.0004694119,0.0001650493,0.0003026183,0.0001305205,0.0002817997,6.643008e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002508584,"about_ca_system_score_gemma":0.001198752,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00022212,"about_ca_topic_score_gemma":0.00007914194,"domain_scores_codex":[0.9979565,0.0001430526,0.0006722339,0.00009573004,0.0008383485,0.000294121],"domain_scores_gemma":[0.9981406,0.0005506299,0.0003768022,0.00004202899,0.000820034,0.00006986054],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005729522,0.0002767351,0.6117757,0.0002113173,0.0002595311,0.001246212,0.3079074,0.0004375771,0.00002273426,0.06633763,0.004090215,0.006861982],"study_design_scores_gemma":[0.001123337,0.00005735867,0.6080067,0.0002779532,0.00001003793,0.000006741312,0.3209213,0.00002972669,0.0002112848,0.03793033,0.03122564,0.000199581],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956527,0.00005972455,0.0003944879,0.001757763,0.0002185483,0.0001179699,0.00001475405,0.000008747666,0.001775266],"genre_scores_gemma":[0.9977906,0.00004339508,0.001338385,0.00003287152,0.0001707857,0.000004725642,0.00005177893,0.00000619039,0.0005612737],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0284073,"threshold_uncertainty_score":0.4163003,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03593313443606395,"score_gpt":0.3230948448427657,"score_spread":0.2871617104067018,"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."}}