{"id":"W4412451778","doi":"10.1080/14927713.2025.2527047","title":"Leisure in the new social paradigm","year":2025,"lang":"en","type":"article","venue":"Leisure/Loisir","topic":"Recreation, Leisure, Wilderness Management","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Sociology; Paradigm shift; Psychology; Epistemology; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008758462,0.0003541939,0.0004930443,0.0003033729,0.0002453315,0.0001641757,0.0009733105,0.0003031598,0.001139698],"category_scores_gemma":[0.00003538041,0.000286161,0.0002001396,0.001089403,0.0001153344,0.000162963,0.000100565,0.0005060837,0.0007597483],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001322435,"about_ca_system_score_gemma":0.000146473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001650015,"about_ca_topic_score_gemma":0.001106711,"domain_scores_codex":[0.9971131,0.0005489706,0.0005689828,0.0006690453,0.0004494931,0.0006504098],"domain_scores_gemma":[0.9985652,0.000291927,0.0001733563,0.0008590108,0.00004318018,0.00006731164],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007192569,0.0002417399,0.3902442,0.00003223498,0.0001378031,0.00005140182,0.003074225,0.00003115965,0.00001252094,0.3794307,0.2081091,0.01856293],"study_design_scores_gemma":[0.001108219,0.00003359621,0.5537111,0.00002972775,0.00006077773,0.000007531659,0.0006173681,0.00001339383,0.00002029619,0.012616,0.4315785,0.0002034639],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5203001,0.001284084,0.004905943,0.03853105,0.002584444,0.002011299,0.00001138153,0.0002821237,0.4300896],"genre_scores_gemma":[0.9480984,0.00002924773,0.00009653936,0.0004736257,0.0006921946,0.0002354193,0.00004009758,0.00003982682,0.05029463],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4277983,"threshold_uncertainty_score":0.9999591,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02661965091600059,"score_gpt":0.331707628359286,"score_spread":0.3050879774432854,"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."}}