{"id":"W4378506470","doi":"10.5281/zenodo.7975557","title":"RDM goes OER: Community-Sourcing a Canadian Open Educational Resource on Research Data Management","year":2023,"lang":"en","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Research Data Management Practices","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"RDM; Research data; Open educational resources; Resource (disambiguation); Knowledge management; Data science; Business; Computer science; World Wide Web; Data curation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch","scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.03326738,0.001128222,0.0008291616,0.01303354,0.01785953,0.01819353,0.005572849,0.003486007,0.0462086],"category_scores_gemma":[0.05639721,0.001158439,0.001089683,0.01727258,0.006953623,0.01104241,0.01823514,0.004427415,0.01717487],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.04714164,"about_ca_system_score_gemma":0.1897445,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.7999697,"about_ca_topic_score_gemma":0.9325803,"domain_scores_codex":[0.9797095,0.004733266,0.001088599,0.001583307,0.01101709,0.001868181],"domain_scores_gemma":[0.9020454,0.01915409,0.002234431,0.01417509,0.04134485,0.02104621],"domain_codex":null,"domain_gemma":"reproducibility","domain_candidate":"reproducibility","domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006232342,0.0001235755,0.00157749,0.0007104196,0.00001989497,0.0007802332,0.02137792,0.0004917735,0.002580443,0.02740326,0.7346774,0.2101953],"study_design_scores_gemma":[0.00001166024,0.00001063474,0.00106629,0.0003129224,0.000003424394,0.0000623954,0.005014907,0.0003321646,0.0002928132,0.00268893,0.9901452,0.00005851954],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.02076192,0.005542411,0.1522794,0.1313635,0.004242411,0.005181944,0.03341659,0.03552866,0.6116832],"genre_scores_gemma":[0.0734319,0.005847887,0.4650375,0.01825628,0.001150025,0.002285206,0.03519535,0.01685019,0.3819456],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9944271,"threshold_uncertainty_score":0.4024165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3247355743182535,"score_gpt":0.3955574017049882,"score_spread":0.0708218273867347,"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."}}