{"id":"W1761611724","doi":"10.1080/00222216.2015.11950348","title":"Leisure Research for Social Impact","year":2015,"lang":"en","type":"article","venue":"Journal of Leisure Research","topic":"Recreation, Leisure, Wilderness Management","field":"Psychology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"","keywords":"Introspection; Sociology; Relevance (law); Process (computing); Critical reflection; Public relations; Work (physics); Engineering ethics; Psychology; Political science; Computer science; Engineering","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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.03514508,0.0002697022,0.0007694319,0.001729886,0.000596185,0.000350475,0.001358656,0.0004089048,0.0007481988],"category_scores_gemma":[0.001013078,0.0002135176,0.0004957406,0.001584346,0.0004731437,0.0004557068,0.0002427601,0.002221906,0.0004807964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001066486,"about_ca_system_score_gemma":0.001450029,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006409521,"about_ca_topic_score_gemma":0.00008096007,"domain_scores_codex":[0.9895959,0.003311262,0.0009882011,0.0004749363,0.004035675,0.001594022],"domain_scores_gemma":[0.9886903,0.001813202,0.0004102471,0.0006071745,0.007810914,0.0006681655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001788932,0.0006094493,0.407641,0.00007276226,0.0005094014,0.0001783826,0.003709593,0.00005663341,0.0002241899,0.01228087,0.5560557,0.01687313],"study_design_scores_gemma":[0.006699596,0.00462932,0.4703786,0.0001356909,0.00007897636,0.0002240922,0.009700228,0.00007809353,0.0002825271,0.02742812,0.479957,0.0004077668],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9318634,0.002100288,0.002456644,0.01299328,0.001669455,0.001880544,0.00003354852,0.00004628773,0.04695655],"genre_scores_gemma":[0.9822255,0.00005925328,0.0007360976,0.000002633788,0.00439802,0.0001155484,0.00001239021,0.0001010811,0.01234951],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07609862,"threshold_uncertainty_score":0.9935212,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.5230272495869304,"score_gpt":0.6174752862932346,"score_spread":0.0944480367063042,"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."}}