{"id":"W2994324905","doi":"10.32674/jcihe.v11ifall.1184","title":"\"You Can't Be Outside Without Being Part of the Culture\": Recommendations for Using Outdoor Recreation to Support International Student Transitions","year":2019,"lang":"en","type":"article","venue":"Journal of Comparative & International Higher Education","topic":"Outdoor and Experiential Education","field":"Psychology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"","keywords":"Recreation; Mental health; Psychology; Social support; Applied psychology; Position (finance); Medical education; Public relations; Sociology; Social psychology; Pedagogy; Political science; Business; Medicine; Psychotherapist","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004162303,0.0001793476,0.000297096,0.0003228532,0.0001339894,0.00007769817,0.0005187996,0.00008097157,0.003042653],"category_scores_gemma":[0.00004134504,0.0001475382,0.000254908,0.0002405751,0.00004911987,0.0003954149,0.00003507251,0.0002321459,0.00002595905],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004506986,"about_ca_system_score_gemma":0.0004198014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006698663,"about_ca_topic_score_gemma":0.00002599831,"domain_scores_codex":[0.9979942,0.0001744712,0.0009089264,0.0002390955,0.0005165315,0.0001667969],"domain_scores_gemma":[0.9968778,0.00009797679,0.0009213518,0.0002334114,0.001764995,0.0001044229],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"not_applicable","study_design_scores_codex":[0.001766476,0.005999917,0.1037653,0.00004981838,0.002602367,8.424359e-7,0.3545961,0.002546933,0.03741095,0.2108534,0.2759144,0.00449348],"study_design_scores_gemma":[0.002368264,0.0006336716,0.1128828,0.0004087111,0.0003261951,0.00006790269,0.04834995,0.0001318129,0.007860432,0.002701799,0.8238468,0.0004215894],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9007329,0.00005543316,0.002795179,0.0265771,0.04275049,0.00101303,0.0001601213,0.00001344197,0.0259023],"genre_scores_gemma":[0.9770672,0.000005651034,0.004407565,0.001098743,0.001393039,0.0000961729,0.0001995423,0.00001953697,0.01571255],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5479324,"threshold_uncertainty_score":0.9978687,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09188906570744616,"score_gpt":0.4791110829226283,"score_spread":0.3872220172151821,"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."}}