{"id":"W3163786064","doi":"10.19173/irrodl.v22i2.5513","title":"Book Review: Guidelines on the Development of Open Educational Resources Policies","year":2021,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Open educational resources; Open education; Educational resources; Educational technology; Distance education; Computer science; Knowledge management; World Wide Web; Sociology; Pedagogy","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":["open_science"],"consensus_categories":[],"category_scores_codex":[0.04410303,0.001407553,0.002776818,0.01242368,0.00315369,0.01175237,0.007043427,0.022282,0.05330384],"category_scores_gemma":[0.1233343,0.002051678,0.00236574,0.01310489,0.003910826,0.007441861,0.005035972,0.01127841,0.06801295],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006564572,"about_ca_system_score_gemma":0.04625496,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01634114,"about_ca_topic_score_gemma":0.03835336,"domain_scores_codex":[0.9479962,0.01203469,0.006688962,0.001239623,0.02945409,0.002586437],"domain_scores_gemma":[0.8099992,0.08253339,0.01591888,0.006853412,0.07833926,0.006355937],"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":[0.000009629635,0.00004649189,0.00004503665,0.0007518037,0.000005378681,0.00004912859,0.0001045934,0.0001070683,0.0001475325,0.007012872,0.9573987,0.03432171],"study_design_scores_gemma":[0.00001586163,0.00001723796,0.0002627936,0.002270714,0.00001016135,0.00005480009,0.00005917464,0.0000601409,0.0001385327,0.002748975,0.9943392,0.0000225019],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"commentary","genre_scores_codex":[0.001193035,0.07393492,0.03058338,0.2610875,0.05786665,0.01283928,0.01197292,0.005106743,0.5454156],"genre_scores_gemma":[0.006434849,0.08574218,0.1012864,0.1565618,0.01408601,0.01369482,0.01241762,0.003478618,0.6062978],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.9929566,"threshold_uncertainty_score":0.2332419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1612874536549378,"score_gpt":0.4936420952819385,"score_spread":0.3323546416270007,"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."}}