{"id":"W4205455862","doi":"10.18666/jpra-2021-10953","title":"Influences of Engaging in a Participatory Monitoring and Evaluation Process on Stakeholder Perceptions of Key Performance Indicators for Trails","year":2022,"lang":"en","type":"article","venue":"Journal of Park and Recreation Administration","topic":"Recreation, Leisure, Wilderness Management","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Stakeholder; Sustainability; Visitor pattern; Business; Performance indicator; Environmental resource management; Stakeholder engagement; Process management; Process (computing); Participatory management; Citizen journalism; Public relations; Environmental planning; Political science; Psychology; Marketing; Ecology; Computer science; Geography; Economics","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":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.02799415,0.0003351836,0.0002843978,0.0007091002,0.004730257,0.004579571,0.0008145005,0.0008801289,0.002848834],"category_scores_gemma":[0.06944641,0.0003129015,0.0005199336,0.0004927762,0.003334334,0.001778405,0.004364964,0.001350048,0.0002248051],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00385395,"about_ca_system_score_gemma":0.005972712,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01880821,"about_ca_topic_score_gemma":0.0354153,"domain_scores_codex":[0.9565676,0.03256071,0.001645923,0.001526715,0.004457009,0.003242026],"domain_scores_gemma":[0.8931466,0.08160513,0.009489794,0.002624081,0.007117118,0.006017274],"domain_codex":null,"domain_gemma":"evaluation","domain_candidate":"evaluation","domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.001070857,0.001904239,0.1956823,0.0005324503,0.00009550024,0.001295783,0.7162024,0.0008630904,0.008883317,0.001908936,0.001055172,0.07050596],"study_design_scores_gemma":[0.00008162007,0.001585663,0.2715624,0.0003821068,0.00007509548,0.0001782961,0.7098706,0.001385478,0.00246909,0.001546467,0.01073617,0.0001270972],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933656,0.00003560516,0.0006667,0.0003699305,0.00001233489,0.0001432226,0.00001145607,0.000008445296,0.005386783],"genre_scores_gemma":[0.9982404,0.0000415809,0.0009418051,0.0000952215,0.000003566156,0.0001425061,0.00001209415,0.000005113575,0.0005177861],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.9720058,"threshold_uncertainty_score":0.148049,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1235268389729858,"score_gpt":0.4117390989235575,"score_spread":0.2882122599505717,"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."}}