{"id":"W297712096","doi":"10.26443/el.v32i1.266","title":"A Century of Library Support for Teacher Education in Calgary","year":2017,"lang":"en","type":"article","venue":"Education Libraries","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Identity (music); Continuing education; Library science; Sociology; Library history; Political science; Pedagogy; Social science; Medical education; Art; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001166714,0.00004267786,0.00008364319,0.0002804288,0.0006881858,0.000555657,0.000285055,0.00006964302,0.001516686],"category_scores_gemma":[0.0002474127,0.00005809889,0.00004006128,0.00007263228,0.000450322,0.002102451,0.00002291818,0.00005436478,0.00001317989],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009493881,"about_ca_system_score_gemma":0.01736994,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.07780383,"about_ca_topic_score_gemma":0.06857323,"domain_scores_codex":[0.9994974,0.00003822573,0.0001410535,0.0001128331,0.00008983884,0.0001206482],"domain_scores_gemma":[0.9994928,0.00003351289,0.0001417065,0.0002175992,0.00002939025,0.00008496087],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001417131,0.0002645415,0.03775072,0.00004643621,0.000003182772,9.808812e-8,0.01775248,6.61595e-8,0.000008548474,0.4004688,0.4003305,0.1433605],"study_design_scores_gemma":[0.00005858098,0.000007512446,0.1005484,0.00002119468,0.000004127302,1.035317e-7,0.004688789,3.670846e-7,0.00002347282,0.008406444,0.8861824,0.00005861386],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.113454,0.002373437,0.00002163949,0.01575589,0.005254566,0.0006821345,0.0000301355,0.00005653635,0.8623717],"genre_scores_gemma":[0.3971374,0.0005259449,0.004484526,0.001144417,0.002071367,0.0002279991,0.0001950541,0.00003310464,0.5941802],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4858519,"threshold_uncertainty_score":0.9993961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0134753428589011,"score_gpt":0.2794193164349345,"score_spread":0.2659439735760333,"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."}}