{"id":"W4385619556","doi":"10.5267/j.esm.2023.6.002","title":"Analysis of the dynamics of changes in landscape ecological structure using geographic information system (GIS) technology in Badung regency, Bali","year":2023,"lang":"en","type":"article","venue":"Engineering Solid Mechanics","topic":"Community-based Tourism Development and Sustainability","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Landscape ecology; Ecology; Geography; Sustainable development; Functional ecology; Environmental resource management; Habitat; Environmental science; Ecosystem; Biology","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":[0.001101712,0.0000792701,0.0002588989,0.001344508,0.00007650135,0.000009079701,0.0002912807,0.00019836,0.00001208277],"category_scores_gemma":[0.0004583081,0.00006917409,0.00005987988,0.00587223,0.00002624628,0.00007312276,0.0001300518,0.0002182459,1.193399e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002422555,"about_ca_system_score_gemma":0.00009583107,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003094901,"about_ca_topic_score_gemma":0.007622881,"domain_scores_codex":[0.9991107,0.000102318,0.0002932188,0.00007630331,0.0001946633,0.0002227791],"domain_scores_gemma":[0.9994669,0.000109952,0.0001160029,0.0002038629,0.00008410455,0.00001919834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00001136165,0.00003903488,0.35309,0.0004594938,0.0001600694,0.000005911038,0.01386371,0.3453472,0.0004849719,0.2859555,0.000003329326,0.000579322],"study_design_scores_gemma":[0.00009908867,0.00001064618,0.05231942,0.00006461426,0.00004019495,2.016098e-7,0.01739207,0.9288167,0.0001836641,0.0009581345,0.00002099122,0.00009424774],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982738,0.00001214772,0.000879286,0.0003971903,0.0001304894,0.0002039142,0.00001484096,0.00006521068,0.00002307516],"genre_scores_gemma":[0.9997635,0.00002098717,0.0001795022,0.000003090328,0.000005225013,0.000008524304,0.00001284591,0.000003638696,0.000002617444],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5834695,"threshold_uncertainty_score":0.4253747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006523541790384167,"score_gpt":0.2376324823411429,"score_spread":0.2311089405507587,"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."}}