{"id":"W1581131281","doi":"","title":"Open Educational Practice (OEP) approaches to external collaboration: the arts, charities and business","year":2012,"lang":"en","type":"article","venue":"Open Research Online (The Open University)","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Brighton; University of Essex; University of Surrey; Bucknell University; York University; University of Southern California","keywords":"Open educational resources; Employability; Higher education; Sustainability; The arts; Public relations; Incentive; Sociology; Political science; Knowledge management; Pedagogy; Computer science; Economics","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.01760955,0.0006642267,0.0005472544,0.003069825,0.0254417,0.02639117,0.002336947,0.006207855,0.01065606],"category_scores_gemma":[0.01280058,0.0004724521,0.000668095,0.003749216,0.0597343,0.0177756,0.0371911,0.006755012,0.001338964],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008314756,"about_ca_system_score_gemma":0.01088511,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004104692,"about_ca_topic_score_gemma":0.007317733,"domain_scores_codex":[0.9617254,0.03085455,0.0004618691,0.001389,0.002585991,0.00298328],"domain_scores_gemma":[0.9758715,0.0158781,0.001325137,0.001689445,0.001004639,0.004231211],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00005369984,0.0001992132,0.002834577,0.0004082096,0.00001340824,0.002195111,0.4380511,0.0003671794,0.0002498796,0.4984987,0.006368845,0.05076008],"study_design_scores_gemma":[0.00002919904,0.0001218386,0.001956641,0.001400157,0.0000126091,0.001669271,0.6455809,0.0005357758,0.0003886028,0.1389321,0.2093311,0.00004165044],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2588525,0.009869049,0.04586689,0.07924209,0.0009614623,0.000281072,0.00005655882,0.0001612722,0.6047091],"genre_scores_gemma":[0.9749395,0.002787331,0.004679412,0.002948447,0.0001631245,0.0001707896,0.00001665231,0.0000609628,0.01423367],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02639117,"threshold_uncertainty_score":0.09312934,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3005272258502255,"score_gpt":0.4128445784410859,"score_spread":0.1123173525908603,"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."}}