{"id":"W154461505","doi":"10.14264/107178","title":"Cumulative impact management planning for sustainable tourism","year":2005,"lang":"en","type":"dissertation","venue":"The University of Queensland","topic":"Environmental and Social Impact Assessments","field":"Environmental Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Tourism; Cumulative effects; Sustainability; Sustainable tourism; Environmental planning; Impact assessment; Sustainable development; Geography; Environmental resource management; Environmental impact assessment; Business; Political science; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000142216,0.000151712,0.0001816671,0.00003205135,0.000359756,0.00001196874,0.0002689028,0.0001020188,0.0009631718],"category_scores_gemma":[0.000003439421,0.0001258257,0.0001423152,0.00007132802,0.00009931902,0.0001552086,0.00009167533,0.0001132544,0.00003689984],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003821686,"about_ca_system_score_gemma":0.00001035567,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001339131,"about_ca_topic_score_gemma":0.0002172969,"domain_scores_codex":[0.9992458,0.00003362768,0.00009108249,0.0001686614,0.0002131178,0.0002477752],"domain_scores_gemma":[0.9995816,0.00004273255,0.0001688148,0.0001453384,0.000007332021,0.00005418216],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.007231938,0.001727848,0.1742477,0.001548006,0.004389112,0.0009317001,0.1820719,0.09969016,0.001289221,0.003619484,0.4779245,0.04532839],"study_design_scores_gemma":[0.001616016,0.0002822649,0.8583297,0.0001172867,0.0004620538,0.000001272873,0.09723958,0.0004395505,0.0001611428,0.002736121,0.03812055,0.0004945047],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8270996,0.0000508591,0.0001157659,0.00005269606,0.00003649087,0.0005648092,0.00002124975,0.00001191518,0.1720466],"genre_scores_gemma":[0.8143812,0.00006596958,0.0003816763,0.00001933152,0.00003563309,9.601442e-7,0.0001824633,0.00001456165,0.1849182],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6840819,"threshold_uncertainty_score":0.9999501,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01002478119347651,"score_gpt":0.2733526713164684,"score_spread":0.2633278901229919,"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."}}