{"id":"W7061868726","doi":"","title":"Sara Frank Bristow and Pete Forsyth-Mapping the Landscape of OER Institutional Initiatives","year":2012,"lang":"en","type":"article","venue":"","topic":"Gyrotron and Vacuum Electronics Research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Athabasca University","funders":"","keywords":"Government (linguistics); Work (physics); Field (mathematics)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["scholarly_communication","open_science"],"consensus_categories":[],"category_scores_codex":[0.002586964,0.0003841174,0.0002898932,0.002884483,0.00417543,0.008189529,0.0007256479,0.002401041,0.01687529],"category_scores_gemma":[0.0104652,0.000234047,0.0002552777,0.005109638,0.00215203,0.01253517,0.00514333,0.002919701,0.002744884],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002458636,"about_ca_system_score_gemma":0.004627497,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01031962,"about_ca_topic_score_gemma":0.03613258,"domain_scores_codex":[0.9981205,0.0005948773,0.00006358424,0.0002442916,0.0004568693,0.0005199122],"domain_scores_gemma":[0.995581,0.001498571,0.0004623917,0.0003003794,0.000821713,0.001335951],"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":[0.0001588202,0.0001225251,0.02206083,0.0004865458,0.00003541683,0.000373431,0.02329797,0.0004557882,0.001485328,0.2406172,0.4736134,0.2372928],"study_design_scores_gemma":[0.000009473109,0.00004241736,0.01904335,0.0005274232,0.00001176526,0.0002211312,0.06285772,0.0004611205,0.001205671,0.04288767,0.872676,0.00005633054],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"review","genre_scores_codex":[0.1331664,0.03093095,0.009588026,0.6548357,0.005034728,0.0001309467,0.002090222,0.0003744603,0.1638484],"genre_scores_gemma":[0.6297898,0.03029731,0.01862495,0.05517351,0.00129417,0.0002722811,0.001862156,0.0006137608,0.262072],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.9992744,"threshold_uncertainty_score":0.05645347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03688326064038639,"score_gpt":0.2916396637948639,"score_spread":0.2547564031544776,"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."}}