{"id":"W6995879290","doi":"","title":"Policies, methods and tools for visitor management proceedings of the second International Conference on Monitoring and Management of Visitor Flows in Recreational and Protected Areas, June 16 20, 2004, Rovaniemi, Finland","year":2015,"lang":"en","type":"article","venue":"Jukuri (Natural Resources Institute Finland (Luke))","topic":"Recreation, Leisure, Wilderness Management","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Rocky Mountain Research Station; Biotieteiden ja Ympäristön Tutkimuksen Toimikunta; National Park Service; U.S. Forest Service; Blekinge Tekniska Högskola; Lakehead University; Academy of Finland; Kanton Zürich; National Research Foundation; U.S. Department of Agriculture","keywords":"Visitor pattern; Recreation; Tourism; Work (physics); Sustainability","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.000665768,0.0003073872,0.0004110432,0.0003066587,0.0001194155,0.0001756873,0.0003618065,0.0001496674,0.00003161322],"category_scores_gemma":[0.00007755422,0.0002333965,0.00005843471,0.000275737,0.0001974249,0.0004191192,0.0003052211,0.000225292,0.000001318809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001374239,"about_ca_system_score_gemma":0.00002240671,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001017579,"about_ca_topic_score_gemma":0.00005391741,"domain_scores_codex":[0.9980766,0.0000749936,0.000560783,0.0005680221,0.0004274469,0.0002921935],"domain_scores_gemma":[0.9989107,0.0001331886,0.0003840889,0.0002409903,0.0002260218,0.0001050534],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.008533563,0.00107558,0.3658756,0.005610064,0.003647714,0.00004612397,0.01820093,0.0006059727,0.002507447,0.1731069,0.0190475,0.4017425],"study_design_scores_gemma":[0.006769471,0.0002970707,0.7267974,0.001724658,0.0001988108,0.00002475209,0.004027149,0.001437892,0.001116082,0.002542613,0.2545126,0.0005514502],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9712375,0.001054285,0.0003929569,0.000732469,0.001373542,0.002240919,0.00006679485,0.0000234426,0.02287814],"genre_scores_gemma":[0.9583593,0.0005121866,0.01678303,0.0000364933,0.0004627171,0.0005460763,0.00004959685,0.00003932256,0.0232113],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4011911,"threshold_uncertainty_score":0.9517635,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04346593045849843,"score_gpt":0.3473331416244841,"score_spread":0.3038672111659857,"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."}}