{"id":"W4393956893","doi":"10.22329/celt.v14i1.7137","title":"Transformative Curriculum Design through Open Educational Resource Creation","year":2023,"lang":"en","type":"article","venue":"Collected Essays on Learning and Teaching","topic":"Adult and Continuing Education Topics","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Thompson Rivers University","funders":"","keywords":"Transformative learning; Curriculum; Pedagogy; Curriculum development; Resource (disambiguation); Sociology; Instructional design; Mathematics education; Engineering ethics; Psychology; Engineering; Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.01708267,0.00087529,0.000463203,0.003216068,0.00233733,0.007398587,0.003128311,0.001195347,0.01098004],"category_scores_gemma":[0.02419243,0.0005968613,0.001046881,0.001799923,0.005933397,0.007034602,0.01144143,0.002030355,0.001575541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002327941,"about_ca_system_score_gemma":0.004219355,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005380923,"about_ca_topic_score_gemma":0.001415596,"domain_scores_codex":[0.9853517,0.009830661,0.000638312,0.001461532,0.00209255,0.0006250879],"domain_scores_gemma":[0.9765629,0.01440622,0.001052093,0.005293074,0.001580548,0.001105131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001518811,0.001087589,0.002419065,0.001106257,0.00007304359,0.0004962002,0.05121496,0.01010475,0.006735543,0.3982247,0.01184216,0.5165439],"study_design_scores_gemma":[0.0002989459,0.0004714034,0.001601922,0.0007215567,0.00009433198,0.0004387679,0.02525105,0.02756799,0.01471099,0.4817341,0.4469881,0.0001208289],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.03783331,0.000336421,0.903063,0.002464259,0.0003174378,0.001994555,0.0002122075,0.0018125,0.05196627],"genre_scores_gemma":[0.1821958,0.0002704229,0.8036485,0.000308445,0.00008149086,0.002880888,0.0003608599,0.000442275,0.009811345],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01708267,"threshold_uncertainty_score":0.09034282,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03151160192608618,"score_gpt":0.3700776616998928,"score_spread":0.3385660597738066,"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."}}