{"id":"W4411494355","doi":"10.1007/978-3-658-47908-4_22","title":"Two Academics and an Escape Room: Unlocking the Potential of Hermeneutics in SoTL","year":2025,"lang":"en","type":"book-chapter","venue":"Doing higher education","topic":"Wikis in Education and Collaboration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Mount Royal University","funders":"","keywords":"Hermeneutics; Sociology; Epistemology; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.0005068717,0.0001333795,0.00015119,0.0001819125,0.000267068,0.00009964121,0.0002209429,0.000283421,0.0001777249],"category_scores_gemma":[0.00002675466,0.0001295338,0.00003028612,0.000169331,0.0001410264,0.0001872059,0.0000322279,0.0003219151,0.000004054184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002133872,"about_ca_system_score_gemma":0.001605536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004485461,"about_ca_topic_score_gemma":0.0008249861,"domain_scores_codex":[0.9989565,0.0001161586,0.0003069524,0.0002352402,0.0002442476,0.0001408763],"domain_scores_gemma":[0.9991627,0.00008371512,0.000271105,0.0002094969,0.000222845,0.00005010029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000006152782,0.0000487957,0.000425582,0.00002948766,0.00001172703,1.115008e-7,0.01222939,0.00003321868,0.00006387273,0.9583145,0.002237592,0.02659953],"study_design_scores_gemma":[0.0001767131,0.00001988855,0.003285278,0.0003393887,0.0001017316,4.885997e-7,0.007666369,0.00006447834,0.00002974776,0.1089637,0.8790686,0.0002836866],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02908328,0.001826059,0.00002153985,0.01032462,0.006824634,0.0007197941,0.00001061255,0.00005890309,0.9511306],"genre_scores_gemma":[0.6409048,0.0008600895,0.0005425602,0.0006968851,0.001719786,0.00002525629,0.0000599473,0.00002240207,0.3551683],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.876831,"threshold_uncertainty_score":0.5282233,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02163612689786926,"score_gpt":0.35530678149598,"score_spread":0.3336706545981107,"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."}}