{"id":"W2781534516","doi":"10.1177/1206331217749127","title":"These Boardwalks Were Made for Bushwalking: Disentangling Grounds, Surfaces, and Walking Experiences","year":2018,"lang":"en","type":"article","venue":"Space and Culture","topic":"Geographies of human-animal interactions","field":"Social Sciences","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Roads University","funders":"","keywords":"Wilderness; Recreation; Mobilities; Politics; Argument (complex analysis); Tourism; Aesthetics; Sociology; Materiality (auditing); Common ground; Natural (archaeology); Built environment; Environmentalism; Environmental ethics; Geography; Archaeology; Political science; Engineering; Social science; Civil engineering; Art; Law; Ecology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006728958,0.0001652777,0.0001681404,0.0006359348,0.002261663,0.003254405,0.0002694285,0.0004106301,0.002367022],"category_scores_gemma":[0.001216492,0.0001905968,0.0001435808,0.0006708123,0.007076552,0.002519156,0.002751344,0.0007196657,0.0001180548],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007463725,"about_ca_system_score_gemma":0.0007253488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01785819,"about_ca_topic_score_gemma":0.05073227,"domain_scores_codex":[0.9995692,0.0002388026,0.00001191364,0.00004549564,0.00004145223,0.00009303423],"domain_scores_gemma":[0.9996529,0.0001730579,0.0000479457,0.00003349299,0.00002718127,0.00006548459],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00003954681,0.00002874941,0.02912566,0.00005428309,0.00001095758,0.0004730406,0.9374199,0.00007643324,0.001041622,0.01202795,0.0004596455,0.01924226],"study_design_scores_gemma":[0.000002092161,0.00002997884,0.03046296,0.00005879354,0.000008741379,0.0001342367,0.959572,0.00008661712,0.000156731,0.002204363,0.007275628,0.000007800166],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9901257,0.0001282015,0.000593958,0.0002503562,0.00000879832,0.000004730702,0.00001400622,0.000002938074,0.008871285],"genre_scores_gemma":[0.9987211,0.0001007409,0.0002100417,0.00002970565,0.000001905982,0.000002902055,0.000009783447,0.000003535024,0.0009202543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01785819,"threshold_uncertainty_score":0.03550845,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02093684296909566,"score_gpt":0.3167108387220751,"score_spread":0.2957739957529795,"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."}}