{"id":"W4399976491","doi":"10.18280/ijsdp.190618","title":"Enhancing Tourist Village Quality Through Community Behavior Models","year":2024,"lang":"en","type":"article","venue":"International Journal of Sustainable Development and Planning","topic":"Community-based Tourism Development and Sustainability","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Universitas Sumatera Utara","keywords":"Tourism; Quality (philosophy); Environmental planning; Business; Geography; Environmental resource management; Environmental economics; Environmental science; Natural resource economics; Economics; Archaeology","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":[0.005769048,0.0001642807,0.0002472504,0.000340439,0.001155774,0.0006193022,0.0005872708,0.0001059149,0.00009105629],"category_scores_gemma":[0.0005715842,0.0001571891,0.00008774751,0.0002707454,0.0001733867,0.001447294,0.0002489493,0.0007662652,0.000002629966],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008639061,"about_ca_system_score_gemma":0.002051384,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002780704,"about_ca_topic_score_gemma":0.0003164727,"domain_scores_codex":[0.9974118,0.0005604099,0.0007105308,0.0001314847,0.0008013305,0.000384456],"domain_scores_gemma":[0.9975799,0.000794105,0.0002134054,0.0001085197,0.00117168,0.0001323417],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0002223653,0.0002739038,0.01319507,0.0003176605,0.0003674865,0.004847955,0.873494,0.0001977556,0.00007013705,0.08428311,0.002828895,0.01990172],"study_design_scores_gemma":[0.0004575143,0.00004042964,0.01091375,0.000413055,0.00003541666,0.00004140312,0.6921216,0.00003638733,0.0005506646,0.03075509,0.2642521,0.0003825849],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9768339,0.001243642,0.006371079,0.001175086,0.000750715,0.0001698946,0.00000222214,0.0000589146,0.01339458],"genre_scores_gemma":[0.9928194,0.00009787335,0.003614477,0.0001324402,0.0003142949,0.00001098437,0.00001267666,0.00001298583,0.002984831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2614232,"threshold_uncertainty_score":0.8889396,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05408077982786819,"score_gpt":0.3682269279365541,"score_spread":0.3141461481086859,"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."}}