{"id":"W4413011434","doi":"10.1080/14927713.2025.2539694","title":"Waves of well-being: exploring surfing’s multidimensional health benefits and key influencing factors","year":2025,"lang":"en","type":"article","venue":"Leisure/Loisir","topic":"Adventure Sports and Sensation Seeking","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Key (lock); Computer science; Psychology; Computer security","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":[],"consensus_categories":[],"category_scores_codex":[0.0003773777,0.0002149884,0.000430403,0.0002561954,0.0001942334,0.00001779879,0.00009415988,0.0001122899,0.0001206047],"category_scores_gemma":[0.00004890901,0.0001946105,0.00008282832,0.0002537222,0.0000656537,0.0001427699,0.00007476311,0.0002318844,0.000007782874],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000513152,"about_ca_system_score_gemma":0.00006875266,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001008003,"about_ca_topic_score_gemma":0.0001155506,"domain_scores_codex":[0.9983505,0.00008047761,0.0005676906,0.0004142086,0.0002317736,0.0003553505],"domain_scores_gemma":[0.999021,0.0002151014,0.0002599815,0.0002961697,0.0000989203,0.0001088384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005908826,0.0001160109,0.8060635,0.0001231667,0.0001537817,0.00001078844,0.02491611,0.0004674869,0.00134241,0.1522827,0.0003424659,0.01412244],"study_design_scores_gemma":[0.0007579557,0.00008008628,0.972324,0.0003735155,0.00002486548,0.000006154185,0.004460985,0.00008716548,0.002146698,0.0004711804,0.01901854,0.0002488149],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934196,0.001302515,0.0002955131,0.0004684913,0.0009968121,0.0002219112,0.000006923623,0.00007693918,0.003211291],"genre_scores_gemma":[0.9983056,0.00008571988,0.0006178265,0.0003154116,0.00006775335,0.0000087054,0.0000180902,0.00002391008,0.0005570216],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1662605,"threshold_uncertainty_score":0.7935986,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04547824618111411,"score_gpt":0.3057394047272851,"score_spread":0.2602611585461709,"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."}}