{"id":"W3168809040","doi":"10.3390/ijerph18126268","title":"Environmental Preferences and Concerns of Recreational Road Runners","year":2021,"lang":"en","type":"article","venue":"International Journal of Environmental Research and Public Health","topic":"Urban Transport and Accessibility","field":"Social Sciences","cited_by":46,"is_retracted":false,"has_abstract":true,"ca_institutions":"Simon Fraser University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Recreation; Popularity; Environmental health; Affect (linguistics); Mental health; Psychology; Health benefits; Athletes; Geography; Gerontology; Medicine; Social psychology; Physical therapy; Political science","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0006159695,0.0001431822,0.0002657044,0.0004626102,0.0003656242,0.00061273,0.0001458871,0.0003910299,0.002718762],"category_scores_gemma":[0.00202097,0.0001329728,0.0002550127,0.0003336644,0.000366775,0.0003808113,0.0004786959,0.0003484497,0.000283143],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000146494,"about_ca_system_score_gemma":0.0001577763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003813479,"about_ca_topic_score_gemma":0.01043498,"domain_scores_codex":[0.9995909,0.0001769062,0.00004163061,0.00004773037,0.00007132575,0.0000714718],"domain_scores_gemma":[0.9987389,0.0003203519,0.0004369736,0.0000421571,0.0001653109,0.0002963362],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000851024,0.0001196961,0.9859201,0.00006949189,0.00003555759,0.0003485003,0.006150187,0.00007436083,0.0006861514,0.00005701318,0.0001966569,0.006257246],"study_design_scores_gemma":[0.000003508753,0.0002871098,0.9741201,0.00004522904,0.00002102543,0.0005528341,0.02387288,0.0001195444,0.0001277441,0.00007440193,0.0007598498,0.0000157863],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991645,0.00008441236,0.00003265775,0.00004623736,0.000002018226,0.000002568984,0.00003516734,0.000001045793,0.0006315328],"genre_scores_gemma":[0.9993095,0.0001186586,0.00005719286,0.00004796874,0.000003598668,0.000003855829,0.00003916988,0.000001105935,0.0004189634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003813479,"threshold_uncertainty_score":0.009095192,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1253199050611866,"score_gpt":0.4254717255319258,"score_spread":0.3001518204707392,"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."}}