{"id":"W1487318247","doi":"","title":"Possibilities and pitfalls of introducing educational innovation: reflection on processes and outcomes in a blended learning design for undergraduate student nurses","year":2008,"lang":"en","type":"article","venue":"Charles Sturt University Research Output (CRO)","topic":"Innovative Education and Learning Practices","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Northern British Columbia","funders":"","keywords":"Reflection (computer programming); Blended learning; Engineering ethics; Knowledge management; Educational technology; Pedagogy; Computer science; Mathematics education; Psychology; Medical education; Engineering; Medicine","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":["sts"],"consensus_categories":[],"category_scores_codex":[0.002194714,0.00009636272,0.0001754405,0.0007816121,0.001421205,0.00007181975,0.0001515134,0.00006510551,0.00003192424],"category_scores_gemma":[0.005202017,0.0000991649,0.00001555846,0.00132574,0.0007219053,0.0004905784,0.00005611486,0.0003549721,0.000001579858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002838444,"about_ca_system_score_gemma":0.001390085,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008870768,"about_ca_topic_score_gemma":0.0005891217,"domain_scores_codex":[0.9980206,0.0007379615,0.0001783504,0.0003207043,0.0004745112,0.0002678908],"domain_scores_gemma":[0.9959238,0.002366921,0.000159938,0.00008649593,0.001414767,0.00004813148],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006875871,0.0007967831,0.4867523,0.0002582116,0.0001101457,0.000003649332,0.3194965,0.0001800541,0.0003467645,0.1856119,0.002662265,0.00309378],"study_design_scores_gemma":[0.001567322,0.0008509902,0.5228115,0.0001986637,0.00001763621,0.000003494676,0.4326927,0.00003254944,0.0006149967,0.005359352,0.03551982,0.0003309707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9774644,0.00009813513,0.0001980384,0.01813989,0.0001344814,0.0006061168,0.000003325601,0.00002312999,0.003332467],"genre_scores_gemma":[0.961259,0.0005350588,0.0006906108,0.00002918595,0.00009629094,0.000008996371,0.00000504986,0.000007069628,0.03736871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1802526,"threshold_uncertainty_score":0.9998788,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2161179809334739,"score_gpt":0.4579363890902287,"score_spread":0.2418184081567547,"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."}}