{"id":"W4383262807","doi":"10.3390/f14071375","title":"Benefits of Adopting Wild Pedagogies in University Education","year":2023,"lang":"en","type":"article","venue":"Forests","topic":"Outdoor and Experiential Education","field":"Psychology","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Thematic analysis; Consciousness; Affect (linguistics); Natural (archaeology); Higher education; Pedagogy; Psychology; Sociology; Mathematics education; Qualitative research; Political science; Geography; Social science","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":[0.00006684082,0.00003660925,0.00005416372,0.0001634151,0.00002414771,0.000003072666,0.00006979197,0.00004052956,0.0001463456],"category_scores_gemma":[0.00003083779,0.00004220068,0.00001959879,0.0003604008,0.00001903178,0.00006146105,0.00001990855,0.00003963013,0.0001550464],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002204857,"about_ca_system_score_gemma":0.00005377139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00090555,"about_ca_topic_score_gemma":0.00122847,"domain_scores_codex":[0.9996516,0.00002088084,0.00007533065,0.00009866564,0.00004850177,0.0001050516],"domain_scores_gemma":[0.9997747,0.00002588577,0.00003828215,0.0001156479,0.00002631923,0.0000191636],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006549443,0.0002200408,0.8173118,0.00002973133,0.00001022794,0.000001622404,0.05048747,0.000427137,0.00006230451,0.04136912,0.01539625,0.07461878],"study_design_scores_gemma":[0.0001211928,0.00001975339,0.9754981,0.00002123674,0.000002871952,6.894589e-7,0.01761769,0.000009975084,0.00006036566,0.00018323,0.006423709,0.00004119536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9885099,0.00007266661,0.000006674335,0.0001672299,0.0009874509,0.00006340728,0.000003262643,0.00003735796,0.01015203],"genre_scores_gemma":[0.9960142,0.00000817009,0.00006040004,0.00001082752,0.00006515412,0.000002903765,0.00003108709,0.000004951055,0.003802275],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1581863,"threshold_uncertainty_score":0.1992859,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03933931587094932,"score_gpt":0.3530482613850354,"score_spread":0.3137089455140861,"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."}}