{"id":"W2626630285","doi":"","title":"LibGuides: MEd / EdD: Graduate Programs (Edmonton): Searching the Education Literature","year":2017,"lang":"en","type":"libguides","venue":"","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Library science; Medical education; Computer 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":"codex-gemma-dda1882f352a","candidate_categories":["sts","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002048061,0.0003066409,0.000274508,0.0001351276,0.003461578,0.006326155,0.002278045,0.0004187138,0.0002037809],"category_scores_gemma":[0.0007624126,0.0001890046,0.0002117288,0.0004332266,0.0008593124,0.003028715,0.0001403284,0.0008137294,0.0001044216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007980294,"about_ca_system_score_gemma":0.005222115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005981526,"about_ca_topic_score_gemma":0.00537013,"domain_scores_codex":[0.9965492,0.0004837865,0.0003827682,0.0005830409,0.001365339,0.0006358644],"domain_scores_gemma":[0.9979648,0.000190236,0.0004425407,0.0008309814,0.0003038965,0.0002675309],"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":[0.000005267366,0.00008180172,0.0001792374,0.00005739221,0.00002312352,0.000005939289,0.03149643,2.51822e-7,0.000005184122,0.03428789,0.7228155,0.211042],"study_design_scores_gemma":[0.00004805072,0.00005028362,0.0003970234,0.0004699857,0.00002171294,0.000002891965,0.009290437,0.00001110449,0.00002351979,0.01392955,0.9754725,0.0002829438],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002271077,0.002263223,0.00001791093,0.09369256,0.0058921,0.001615889,0.00002968326,0.0003429545,0.8938746],"genre_scores_gemma":[0.0357774,0.00383648,0.001205595,0.002732879,0.009661334,0.0001911668,0.001048314,0.00004628854,0.9455006],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.252657,"threshold_uncertainty_score":0.9978358,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08980341011993147,"score_gpt":0.3804455824584357,"score_spread":0.2906421723385042,"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."}}