{"id":"W4412948453","doi":"10.1007/978-3-031-87031-6_6","title":"Staying Connected to Recreation and Leisure","year":2025,"lang":"en","type":"book-chapter","venue":"Synthesis lectures on technology and health","topic":"Recreation, Leisure, Wilderness Management","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto","funders":"","keywords":"Recreation; Advertising; Business; Political science","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004652913,0.0004777221,0.0008690141,0.001969361,0.000383384,0.0000397726,0.0002290789,0.001148446,0.0004875087],"category_scores_gemma":[0.0001413107,0.0004603635,0.00005824415,0.0001941284,0.000179975,0.00002633329,0.0001082938,0.0006780349,0.00006621755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001818157,"about_ca_system_score_gemma":0.0001200267,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001911836,"about_ca_topic_score_gemma":0.0003823345,"domain_scores_codex":[0.9978164,0.00009778692,0.000480594,0.0009980894,0.0001751874,0.0004319268],"domain_scores_gemma":[0.9983468,0.0004181141,0.0003264199,0.0007002652,0.00008002462,0.0001283585],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001029555,0.00002458216,0.001982126,0.0001846566,0.0002284346,0.000008835536,0.0001833518,0.000001500416,0.000003587233,0.6348925,0.01232114,0.3500664],"study_design_scores_gemma":[0.0007975067,0.001187603,0.03633389,0.002570746,0.0003217286,0.00003822436,0.0003115412,0.000008611091,0.0002743836,0.1587248,0.7983497,0.001081324],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.007618283,0.01797707,0.004091702,0.09118344,0.001020132,0.004875042,0.0001390913,0.001618056,0.8714772],"genre_scores_gemma":[0.3813532,0.008592399,0.002720225,0.003287471,0.0003720662,0.001162186,0.0001485198,0.0002886223,0.6020753],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7860286,"threshold_uncertainty_score":0.9997848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03091474323098073,"score_gpt":0.3304147458721414,"score_spread":0.2995000026411607,"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."}}