{"id":"W2964988144","doi":"","title":"Research Guides: Faculty Services: Open Educational Resources - Toolkit from Ontario College Libraries","year":2016,"lang":"en","type":"libguides","venue":"","topic":"Open Education and E-Learning","field":"Computer Science","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Open educational resources; Library science; Medical education; Computer science; Public relations; World Wide Web; Political science; Medicine","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":["scholarly_communication","open_science","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004521395,0.0006462021,0.000680165,0.004032363,0.004983045,0.006649492,0.001584924,0.001899393,0.446346],"category_scores_gemma":[0.01714417,0.000912094,0.0003292277,0.008435534,0.001553082,0.003962233,0.003059852,0.001643798,0.1607067],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01891411,"about_ca_system_score_gemma":0.08421189,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6993921,"about_ca_topic_score_gemma":0.8887054,"domain_scores_codex":[0.9974941,0.0002549868,0.0001424592,0.0001724329,0.001584574,0.000351413],"domain_scores_gemma":[0.9779806,0.003399681,0.0005748208,0.0009575955,0.01190849,0.005178685],"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":[0.00004691236,0.00004872859,0.0006692066,0.000310184,0.000001839336,0.0000292507,0.0007805808,0.00005179332,0.0001700364,0.001996423,0.9539488,0.04194624],"study_design_scores_gemma":[0.00003206469,0.00001541184,0.003748656,0.0002569564,0.000004704494,0.00001664419,0.001217618,0.00008966328,0.0002904883,0.0007883796,0.9935221,0.00001726364],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004125654,0.001394862,0.002983762,0.01244671,0.0006544787,0.002406189,0.1605789,0.007320396,0.808089],"genre_scores_gemma":[0.01044132,0.001517134,0.0048701,0.00125297,0.00009586878,0.001122827,0.02395023,0.0025929,0.9541567],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9984151,"threshold_uncertainty_score":0.7897202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0940930579883284,"score_gpt":0.364747916370042,"score_spread":0.2706548583817136,"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."}}