{"id":"W4414572992","doi":"10.1016/j.jort.2025.100914","title":"Is winter coming? Outdoor recreation voluntary associations and fat biking in Northwestern Ontario and Northeastern Minnesota","year":2025,"lang":"en","type":"article","venue":"Journal of Outdoor Recreation and Tourism","topic":"Recreation, Leisure, Wilderness Management","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lakehead University","funders":"Jenny ja Antti Wihurin Rahasto; Saastamoisen säätiö; OLVI-Säätiö; Itä-Suomen Yliopisto","keywords":"Recreation; Volunteer; Turnover; Inclusion (mineral); Burnout; Human factors and ergonomics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0004396905,0.000115407,0.0001636587,0.000378731,0.002282919,0.00113115,0.0005418277,0.0002240518,0.001801843],"category_scores_gemma":[0.0009232673,0.0001775321,0.000142696,0.0007810121,0.0007814945,0.0003842223,0.0008479256,0.0003775583,0.0001468469],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007868357,"about_ca_system_score_gemma":0.008204038,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9214927,"about_ca_topic_score_gemma":0.9866974,"domain_scores_codex":[0.9995778,0.00005737683,0.00001952416,0.00008712735,0.00007042915,0.0001877068],"domain_scores_gemma":[0.9986476,0.0001004783,0.0003250916,0.00003838159,0.0002668826,0.0006214587],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004516594,0.00004193452,0.9794814,0.0000282231,0.00001448457,0.0001963647,0.01426669,0.00005417666,0.00040516,0.0001951099,0.001249098,0.004022063],"study_design_scores_gemma":[0.000001491137,0.00001577228,0.9617859,0.00002511561,0.000005836984,0.00003599868,0.03574216,0.00007344908,0.00003463284,0.00002553685,0.002249074,0.000005101479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979621,0.00007536216,0.00003845908,0.0002380315,0.00000762323,0.00001042941,0.0002151804,0.000001968723,0.001450839],"genre_scores_gemma":[0.9977532,0.0001266404,0.00008658862,0.00006476399,0.000003615919,0.00001349977,0.0001888649,0.000002023661,0.001760826],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0785073,"threshold_uncertainty_score":0.1579393,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0220425168304955,"score_gpt":0.3013054366335196,"score_spread":0.2792629198030241,"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."}}