{"id":"W4413683418","doi":"10.1177/10538259251370994","title":"Faculty Perspectives on First-Year Experiential Education in Large Humanities and Social Sciences Courses: Motivations, Methods, Barriers, and Facilitators","year":2025,"lang":"en","type":"article","venue":"Journal of Experiential Education","topic":"Outdoor and Experiential Education","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of British Columbia","keywords":"Experiential learning; Experiential education; Outdoor education; Pedagogy; Higher education; Psychology; Sociology; Political science","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01581442,0.0003376846,0.000335081,0.001166026,0.009905506,0.005926991,0.001623991,0.001445899,0.004404359],"category_scores_gemma":[0.03885202,0.0003645909,0.0003189602,0.0012019,0.004685795,0.002406259,0.005455532,0.002219608,0.000333735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008823003,"about_ca_system_score_gemma":0.01729202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01756867,"about_ca_topic_score_gemma":0.03573202,"domain_scores_codex":[0.9877644,0.006745308,0.0003627229,0.0005804723,0.001574084,0.002973064],"domain_scores_gemma":[0.9593161,0.02141954,0.003178201,0.0006675991,0.003569238,0.01184935],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001281425,0.0006761698,0.07160562,0.0003389191,0.00001336232,0.0009324124,0.8578666,0.0001493789,0.003974239,0.004166157,0.002748083,0.05740095],"study_design_scores_gemma":[0.00001051,0.0001617192,0.02859005,0.0002506049,0.000007946357,0.0002600603,0.952144,0.0001778476,0.001136377,0.0007964976,0.01643355,0.00003088383],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9851451,0.0003799001,0.001590995,0.003358687,0.00008300421,0.0001219451,0.0000429051,0.00003259518,0.009244884],"genre_scores_gemma":[0.9958941,0.0003054179,0.0006590148,0.0006804619,0.00001939682,0.00007559227,0.00002058584,0.00001480073,0.00233074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01756867,"threshold_uncertainty_score":0.08363569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02953927321911662,"score_gpt":0.4369256028086568,"score_spread":0.4073863295895402,"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."}}