{"id":"W4399859986","doi":"10.1080/14729679.2024.2366927","title":"Discussing mental health benefits for teachers participating in outdoor education in Canada: a conceptual analysis and future research directions","year":2024,"lang":"en","type":"article","venue":"Journal of Adventure Education & Outdoor Learning","topic":"Outdoor and Experiential Education","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Francis Xavier University; Mount Saint Vincent University","funders":"","keywords":"Mental health; Outdoor education; Psychology; Medical education; Conceptual framework; Applied psychology; Pedagogy; Sociology; Medicine; Social science; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001782267,0.0001664294,0.0003656668,0.001314364,0.0002922292,0.0001309589,0.0001205838,0.0000979975,0.0002564186],"category_scores_gemma":[0.0002980007,0.0001520111,0.000127267,0.001609881,0.00005592298,0.000335742,0.00001948491,0.001026474,0.000002524875],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00193015,"about_ca_system_score_gemma":0.008482773,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1820914,"about_ca_topic_score_gemma":0.3247617,"domain_scores_codex":[0.9974021,0.0006158276,0.0008236347,0.000349581,0.0003610241,0.0004477775],"domain_scores_gemma":[0.9988054,0.0002586512,0.0003488036,0.0001303946,0.0002376147,0.0002191565],"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":[0.00009143483,0.0004838318,0.1382106,0.00006855792,0.0002079518,0.000001574264,0.2415299,0.0004172614,0.00005795731,0.001549761,0.008517866,0.6088633],"study_design_scores_gemma":[0.0004112617,0.0001638622,0.2949564,0.0004019385,0.0001007763,0.00002784103,0.512893,0.0002801479,0.00001616466,0.00007077957,0.1905018,0.0001759468],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9446166,0.02803444,0.0001106451,0.01855401,0.007906133,0.0004243111,0.00001016562,0.00001368432,0.0003299669],"genre_scores_gemma":[0.9955516,0.0003506466,0.0006944113,0.0001680337,0.001836817,0.0001949822,0.0000706419,0.00003018842,0.001102651],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6086873,"threshold_uncertainty_score":0.9971382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03220119952755723,"score_gpt":0.4248337260283272,"score_spread":0.39263252650077,"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."}}