{"id":"W3032480658","doi":"10.15173/ijsap.v4i1.3775","title":"Students as partners in e-contents creation: A case study exploring student-staff partnership for learning and student engagement using digital applications for co-creation of e-learning materials","year":2020,"lang":"en","type":"article","venue":"International Journal for Students as Partners","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Curriculum; General partnership; Student engagement; Active learning (machine learning); Pedagogy; Mathematics education; Psychology; Computer science; Political science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.008377795,0.000869833,0.000654448,0.001438053,0.01424886,0.008950906,0.002871101,0.00439772,0.003899098],"category_scores_gemma":[0.01678658,0.000763885,0.0007915236,0.001231575,0.006792283,0.005532643,0.01144159,0.004817588,0.00099194],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00271282,"about_ca_system_score_gemma":0.004139867,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003371627,"about_ca_topic_score_gemma":0.008213713,"domain_scores_codex":[0.9828953,0.01292336,0.0003751767,0.0007646204,0.001066396,0.00197519],"domain_scores_gemma":[0.9862096,0.005808523,0.001219234,0.0006027904,0.0009905751,0.005169244],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001302431,0.002039374,0.01814043,0.0001801255,0.00002508738,0.01072506,0.9373189,0.0002751362,0.001752894,0.005195282,0.00139949,0.02281789],"study_design_scores_gemma":[0.00002717352,0.0005923732,0.00302046,0.0001232676,0.00002258083,0.004318549,0.9649547,0.0008937977,0.001641194,0.001079923,0.02328287,0.00004308191],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856943,0.0002053145,0.004274506,0.00194369,0.00005884367,0.0001702834,0.00002412522,0.00003601441,0.007592892],"genre_scores_gemma":[0.9938999,0.0002638511,0.001901053,0.0003593015,0.00001821823,0.00008844389,0.00001440537,0.00002341331,0.003431236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01424886,"threshold_uncertainty_score":0.04430652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.226367629954654,"score_gpt":0.5936748107268639,"score_spread":0.3673071807722099,"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."}}