{"id":"W4386541839","doi":"10.29313/bcsurp.v3i2.8331","title":"Identifikasi Kesesuaian Atraksi Wisata Pantai Berdasarkan Daya Tampung dan Daya Dukung","year":2023,"lang":"en","type":"article","venue":"Bandung Conference Series Urban & Regional Planning","topic":"Community-based Tourism Development and Sustainability","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Encana (Canada)","funders":"","keywords":"Tourism; Recreation; Carrying capacity; Geography; Environmental resource management; Environmental science; Political science; Ecology; Archaeology","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","sts"],"consensus_categories":[],"category_scores_codex":[0.002045703,0.000424477,0.0004887757,0.0003485027,0.002904974,0.0007297075,0.001134599,0.0002770632,0.0002042433],"category_scores_gemma":[0.0005008113,0.0004529092,0.0001845813,0.001224842,0.001065061,0.001342616,0.0003898856,0.0007001738,0.00006426649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003087981,"about_ca_system_score_gemma":0.001348063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002736069,"about_ca_topic_score_gemma":0.002679706,"domain_scores_codex":[0.9957516,0.0006832518,0.000594495,0.0006927202,0.001087081,0.001190852],"domain_scores_gemma":[0.9975947,0.0006517232,0.0002470646,0.0006627848,0.0004351124,0.0004086224],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000314288,0.0001639773,0.5839638,0.0002383861,0.0002169224,0.0006766754,0.1586719,0.00006483075,0.0006391272,0.1311707,0.1154792,0.008400247],"study_design_scores_gemma":[0.0005977607,0.00008300666,0.2484711,0.0003685869,0.00005429554,0.00001558392,0.09448992,0.0001309856,0.0001615541,0.009438473,0.645232,0.0009568071],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9552838,0.0003679422,0.0001782422,0.009196129,0.0008803878,0.0006863535,0.0000268723,0.0009360274,0.03244431],"genre_scores_gemma":[0.9762232,0.0001684479,0.000279818,0.0002294958,0.0005093846,0.00005829825,0.0005168329,0.00004289102,0.02197161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5297527,"threshold_uncertainty_score":0.9997923,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07286664701580209,"score_gpt":0.3306354047653508,"score_spread":0.2577687577495487,"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."}}