{"id":"W46263738","doi":"","title":"Why Give Knowledge Away for Free? The Case for Open Educational Resources","year":2008,"lang":"en","type":"article","venue":"˜The œopen source business resource","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Open educational resources; Computer science; Knowledge management; World Wide Web","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.001722922,0.0003728663,0.0004040702,0.0001382403,0.004741865,0.002767447,0.011502,0.0001239342,0.0001473007],"category_scores_gemma":[0.0006259848,0.0002467545,0.0001651674,0.001323061,0.0003577399,0.0009696289,0.004207437,0.0002737685,0.0001087166],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001112825,"about_ca_system_score_gemma":0.000650314,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001803406,"about_ca_topic_score_gemma":0.0007392489,"domain_scores_codex":[0.9972093,0.0004086234,0.0005256368,0.0008937194,0.0002988442,0.0006638861],"domain_scores_gemma":[0.9942942,0.002327604,0.0004218645,0.001919503,0.0008387109,0.0001980767],"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":[0.0001826137,0.000472755,0.0003445181,0.00006674843,0.00009381286,0.00001573866,0.03548796,0.001861387,0.00002953124,0.02126035,0.9226073,0.01757726],"study_design_scores_gemma":[0.001280168,0.00006471881,0.001699092,0.00004926588,0.00003168295,0.00109107,0.007388968,0.008773732,0.00002517704,0.001281228,0.9779077,0.0004072397],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05223428,0.002307675,0.3964606,0.3277998,0.002742761,0.01817528,0.0001163618,0.0005297826,0.1996335],"genre_scores_gemma":[0.7196976,0.00002989833,0.02732651,0.02229101,0.003047523,0.005594162,0.0001326605,0.0002515207,0.2216291],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.6674633,"threshold_uncertainty_score":0.9999985,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04445620930259484,"score_gpt":0.3091786024076866,"score_spread":0.2647223931050917,"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."}}