{"id":"W7061991174","doi":"","title":"Report and Recommendations for Open Educational Resources (OER) Initiatives and Affordable Alternatives at uOttawa","year":2022,"lang":"fr","type":"other","venue":"Bibliothèque et Archives nationales du Québec (Québec government)","topic":"Magnetic confinement fusion research","field":"Physics and Astronomy","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of Ottawa","keywords":"Government (linguistics); Program evaluation; Public policy; Variety (cybernetics)","routes":{"ca_aff":false,"ca_fund":true,"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"],"consensus_categories":[],"category_scores_codex":[0.009140245,0.0007117345,0.0004365884,0.003715291,0.006582689,0.009884255,0.003999296,0.008830791,0.136998],"category_scores_gemma":[0.01872128,0.0007896356,0.001021692,0.003756033,0.001509235,0.004999969,0.004614097,0.00411842,0.02713025],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03179041,"about_ca_system_score_gemma":0.2427523,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8983555,"about_ca_topic_score_gemma":0.9288846,"domain_scores_codex":[0.9878166,0.001381614,0.0006019258,0.0004422183,0.006230999,0.003526583],"domain_scores_gemma":[0.9605916,0.003691428,0.001048989,0.001040723,0.01998975,0.01363741],"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":[0.00005436498,0.0001757569,0.001437699,0.0003374863,0.000008457736,0.0001542922,0.000690783,0.0001543976,0.0005371237,0.009053398,0.955842,0.0315544],"study_design_scores_gemma":[0.00002876816,0.00002784694,0.008198656,0.0003462343,0.00001584129,0.00003762647,0.002214994,0.000125272,0.0004415914,0.0006896748,0.987828,0.00004541012],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01035922,0.004049796,0.004682967,0.2869876,0.004147271,0.004588774,0.055552,0.00298671,0.6266456],"genre_scores_gemma":[0.02684766,0.003749569,0.01736004,0.03681892,0.0002343201,0.002166339,0.01623382,0.0006304815,0.8959588],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9960007,"threshold_uncertainty_score":0.4583039,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01550715300449956,"score_gpt":0.2776012441959111,"score_spread":0.2620940911914116,"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."}}