{"id":"W1908057670","doi":"10.22329/celt.v5i0.3334","title":"16. The Impact of an Outdoor Orientation Program on First-Year Student Perceptions of Life Effectiveness and Campus Integration","year":2012,"lang":"en","type":"article","venue":"Collected Essays on Learning and Teaching","topic":"Outdoor and Experiential Education","field":"Psychology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Brock University","funders":"","keywords":"Wilderness; Psychology; Curriculum; Medical education; Outdoor education; Sense of community; Exploratory research; Perception; Pedagogy; Sociology; Social psychology; Ecology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.000668656,0.0001246714,0.0001750044,0.0001380142,0.0005034764,0.00004324061,0.00005388408,0.0000819171,0.0001106324],"category_scores_gemma":[0.0003871973,0.00008670631,0.0000505448,0.0001446477,0.00007347437,0.0001164798,0.00001485699,0.0003749824,0.000004512761],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006708089,"about_ca_system_score_gemma":0.00002315117,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000808931,"about_ca_topic_score_gemma":0.00003061616,"domain_scores_codex":[0.9984861,0.000847264,0.0001855778,0.0001832369,0.0001291529,0.000168694],"domain_scores_gemma":[0.999214,0.0003401807,0.0001573626,0.0001344311,0.00006495034,0.00008905355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001037893,0.002900898,0.7157946,0.00004635048,0.0001882741,2.311477e-7,0.1736416,0.0005766929,0.001638717,0.005953832,0.0001485501,0.09807236],"study_design_scores_gemma":[0.0008040003,0.002050679,0.9625641,0.00007008736,0.00003958364,0.000003141599,0.03385966,0.0003174086,0.0001035006,0.00003076219,0.00005852807,0.00009851049],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9947754,0.00005738957,0.0004096558,0.00002261167,0.0003047965,0.0004570073,0.000003427014,0.00004953147,0.003920221],"genre_scores_gemma":[0.9995139,0.000005956439,0.00008889516,0.000005107656,0.0001031605,0.0001019457,0.00003825815,0.00001647449,0.0001262843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2467695,"threshold_uncertainty_score":0.3872384,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01223405563284903,"score_gpt":0.384943990436603,"score_spread":0.372709934803754,"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."}}