{"id":"W7133043296","doi":"","title":"Everyone's Story: Using Hermeneutics to Foster Classroom Interaction, Group Discussion, and Collaboration in Blended Learning Environments","year":2017,"lang":"en","type":"article","venue":"TSpace","topic":"Intelligent Tutoring Systems and Adaptive Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Blended learning; Hermeneutics; Group (periodic table); Association (psychology); Electronic learning; Qualitative research; Group learning; Focus group","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":[0.000378755,0.0001402634,0.000157751,0.0001089213,0.0005527281,0.0004721968,0.0002929629,0.00006091638,0.000006123404],"category_scores_gemma":[0.0001083709,0.0001159909,0.00002061073,0.00008636509,0.00002297338,0.0008109721,0.0003379322,0.0002620007,0.00002824251],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000219633,"about_ca_system_score_gemma":0.00003273328,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009967216,"about_ca_topic_score_gemma":0.0001159808,"domain_scores_codex":[0.9988471,0.0001656907,0.0001704445,0.0003728009,0.0002054865,0.0002384426],"domain_scores_gemma":[0.9992655,0.0000353532,0.000208966,0.0003771362,0.00002660572,0.0000864434],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002065393,0.0003525488,0.2838314,0.000186195,0.0001382634,0.0001370598,0.2581919,0.07007285,0.2997082,0.02185848,0.001505253,0.06381121],"study_design_scores_gemma":[0.001521743,0.0005804588,0.1016644,0.001095416,0.00002718925,0.00005006674,0.0308342,0.1484766,0.008398754,0.000406636,0.7057042,0.001240424],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8125378,0.00004509536,0.1817818,0.003673098,0.00106276,0.0003113003,3.742973e-7,0.00005275093,0.00053502],"genre_scores_gemma":[0.9804855,0.00000846262,0.004318295,0.00008080631,0.00007271309,0.000008250601,8.288899e-7,0.00001443001,0.01501071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7041989,"threshold_uncertainty_score":0.4729971,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04623036902164342,"score_gpt":0.3541835333356372,"score_spread":0.3079531643139938,"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."}}