{"id":"W1574848350","doi":"10.25656/01:8404","title":"Report on the Assessment and Accreditation of Learners using Open Education Resources (OER)","year":2013,"lang":"en","type":"article","venue":"University of Southern Queensland ePrints (University of Southern Queensland)","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Accreditation; Open educational resources; Outreach; General partnership; Higher education; Public relations; Scale (ratio); Government (linguistics); Political science; Medical education; Business; Pedagogy; Sociology; Medicine; Geography","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["open_science"],"consensus_categories":[],"category_scores_codex":[0.02887894,0.0003628698,0.0003572381,0.003717069,0.001525934,0.003118232,0.001630085,0.001798051,0.006070901],"category_scores_gemma":[0.04533848,0.0003703539,0.0004095462,0.002847008,0.001063995,0.002086898,0.003739545,0.002354258,0.003111158],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004543338,"about_ca_system_score_gemma":0.01927825,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08787357,"about_ca_topic_score_gemma":0.04187004,"domain_scores_codex":[0.9790933,0.005271674,0.001834711,0.0007897991,0.01166657,0.001343937],"domain_scores_gemma":[0.8979088,0.03982079,0.008482437,0.007019071,0.03939082,0.007378131],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0008879905,0.002806846,0.1594627,0.001953344,0.0002381197,0.001229956,0.01116349,0.004449297,0.005142835,0.04576148,0.3843868,0.3825171],"study_design_scores_gemma":[0.0000744443,0.001544535,0.268494,0.0008297162,0.0001537286,0.00046166,0.01243815,0.00163131,0.01103231,0.003888092,0.6993222,0.0001298083],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.3244083,0.008350444,0.0479129,0.1120774,0.006582584,0.008466435,0.06925949,0.001718044,0.4212244],"genre_scores_gemma":[0.6180407,0.01306593,0.04459551,0.01057781,0.001178841,0.004913657,0.04263067,0.000423862,0.264573],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9983699,"threshold_uncertainty_score":0.1747242,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02311586683893044,"score_gpt":0.2479970560548224,"score_spread":0.224881189215892,"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."}}