{"id":"W4414989661","doi":"10.22215/cujs.v5i3.5490","title":"Beyond The Classroom: Exploring Outdoor Learning in Canadian Schools","year":2025,"lang":"en","type":"article","venue":"Carleton undergraduate journal of science.","topic":"Outdoor and Experiential Education","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carleton University","funders":"","keywords":"Outdoor education; Work (physics); Focus group; Diversity (politics); Experiential learning; Participant observation","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":[0.001979265,0.0001206215,0.0001914382,0.001126559,0.0005048815,0.0002067629,0.0006587558,0.00005638168,0.0001111525],"category_scores_gemma":[0.0004580616,0.00008929366,0.00009189209,0.001839825,0.0004287396,0.0005911889,0.00004174826,0.0007438926,0.00004727627],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006939819,"about_ca_system_score_gemma":0.002299168,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02621212,"about_ca_topic_score_gemma":0.01144575,"domain_scores_codex":[0.9982172,0.0001286851,0.0004600358,0.0002209196,0.0003675527,0.000605591],"domain_scores_gemma":[0.9989336,0.00008221755,0.0001984832,0.0002309613,0.0002685335,0.0002862567],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002518544,0.0003544533,0.4447454,0.00004034722,0.0002167469,0.0002599907,0.06775455,0.002821558,0.02059849,0.2455741,0.09337728,0.1240053],"study_design_scores_gemma":[0.003464526,0.0005962893,0.3216332,0.000492293,0.0001451199,0.000311694,0.3068847,0.0004926759,0.00657235,0.05625011,0.3023004,0.0008566023],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9023963,0.000592383,0.0001474867,0.03154459,0.007849728,0.0001201409,5.869936e-7,0.00001093478,0.0573379],"genre_scores_gemma":[0.9956713,0.00006471492,0.00007052054,0.0007639218,0.000227699,0.00001131849,5.015045e-7,0.00000834522,0.003181692],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2391302,"threshold_uncertainty_score":0.9802724,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02794667596281985,"score_gpt":0.33056110650375,"score_spread":0.3026144305409301,"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."}}