{"id":"W7024957164","doi":"","title":"Sustainable management of backcountry trail networks in British Columbia: Tourism, technology and climate change","year":2019,"lang":"en","type":"article","venue":"Arca (British Columbia Electronic Library Network)","topic":"Diverse Aspects of Tourism Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Thompson Rivers University","keywords":"Government (linguistics); Exclosure; Context (archaeology); Sustainability; Human settlement; Recreation","routes":{"ca_aff":false,"ca_fund":true,"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":["metaepi_narrow","scholarly_communication","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001150458,0.0001713068,0.0006269344,0.0001449938,0.00065768,0.002531864,0.001034347,0.0004463553,0.03349584],"category_scores_gemma":[0.00002083191,0.000439487,0.0001164807,0.002737446,0.0006328463,0.002083291,0.001010754,0.000872941,0.00001983892],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002552838,"about_ca_system_score_gemma":0.0003670743,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.216065,"about_ca_topic_score_gemma":0.7388597,"domain_scores_codex":[0.9942898,0.0003277693,0.0005539441,0.0008919347,0.0006611844,0.003275323],"domain_scores_gemma":[0.998855,0.0001388541,0.0002116449,0.0004572413,0.00009094451,0.0002463301],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00005851924,0.0005377709,0.5373977,0.000538648,0.0002379431,0.005277487,0.0002359165,0.0001528305,2.350485e-7,0.1940445,0.1335018,0.1280167],"study_design_scores_gemma":[0.006120276,0.001306202,0.1027732,0.002730716,0.0001261908,0.000163612,0.01354667,0.001251014,0.00000112561,0.6671699,0.2029817,0.001829362],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6863077,0.01424654,9.224366e-7,0.001135084,0.000337775,0.003344711,0.00002757154,0.0003817771,0.2942179],"genre_scores_gemma":[0.9227022,0.03991376,0.0002274202,0.0002578003,0.0004605846,0.0002486299,0.00003262917,0.00008039741,0.03607656],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5227946,"threshold_uncertainty_score":0.9998057,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00507372335086888,"score_gpt":0.2125180760692771,"score_spread":0.2074443527184082,"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."}}