{"id":"W4407761301","doi":"10.18666/jorel-2025-12627","title":"Nature-Based Programs and Youth Mental Health: What Do We Know and What Do We Need to Know?","year":2025,"lang":"en","type":"article","venue":"Journal of Outdoor Recreation Education and Leadership","topic":"Youth Development and Social Support","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria","funders":"","keywords":"Need to know; Mental health; Psychology; Computer science; Psychotherapist; Computer security","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":["scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.001242564,0.0001418888,0.0002515787,0.0003320015,0.000552456,0.001343182,0.0001052737,0.0001874415,0.00005869784],"category_scores_gemma":[0.0001677325,0.0001303062,0.00005518232,0.0004452867,0.0001581849,0.001350909,0.00001403226,0.0002819924,0.000002582465],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001880094,"about_ca_system_score_gemma":0.001403075,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009957423,"about_ca_topic_score_gemma":0.0001990088,"domain_scores_codex":[0.9985212,0.000269877,0.0003938234,0.0001974679,0.0003600636,0.0002575305],"domain_scores_gemma":[0.9989341,0.00008200897,0.000292116,0.00006676366,0.0002553818,0.0003695812],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.00007609083,0.0001305672,0.02081254,0.00006103532,0.00003066464,2.226554e-7,0.2069533,1.657843e-7,0.000007923138,0.002051526,0.003428948,0.766447],"study_design_scores_gemma":[0.0004375087,0.00009143557,0.005329752,0.002094175,0.00003476843,0.0000021056,0.6344109,0.000001828183,0.00002421018,0.0003404438,0.3571092,0.0001237801],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1492658,0.2899366,0.00005456303,0.556242,0.002994862,0.00083943,0.000002158147,0.00003045707,0.0006340694],"genre_scores_gemma":[0.8562588,0.1335844,0.0009653842,0.003367027,0.0004377766,0.00001242948,0.00002073066,0.00001143504,0.005342015],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7663232,"threshold_uncertainty_score":0.9996935,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07104895632963137,"score_gpt":0.3616370169533475,"score_spread":0.2905880606237162,"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."}}