{"id":"W4400969407","doi":"10.55016/ojs/jet.v55i3.76971","title":"Origins of University Federation in Canada","year":2023,"lang":"en","type":"article","venue":"Journal of educational thought.","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Political science; Russian federation; Library science; Regional science; Geography; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0003243794,0.00001663889,0.00005680698,0.0003163514,0.0001744742,0.00001900769,0.00008972283,0.00001496137,0.0004025608],"category_scores_gemma":[0.0001960449,0.00002203517,0.00002403931,0.0004575354,0.00004987882,0.0001493697,0.000003532209,0.00005786863,0.000007023136],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006348278,"about_ca_system_score_gemma":0.02207645,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9950691,"about_ca_topic_score_gemma":0.999831,"domain_scores_codex":[0.9995106,0.00006640163,0.000115104,0.00002800252,0.0002161147,0.00006379902],"domain_scores_gemma":[0.9995156,0.0001599135,0.0001167712,0.00002417281,0.0001242524,0.00005927193],"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":[0.00002199315,0.00004519136,0.03053805,0.00001114839,0.00001462841,0.0000175881,0.004680622,0.0003404644,0.00005822036,0.7622598,0.2010031,0.001009129],"study_design_scores_gemma":[0.00006351907,0.000003756388,0.116135,0.00001177275,0.000002882683,9.714415e-7,0.004141237,0.00000320572,0.000003665034,0.0008459315,0.878766,0.00002206185],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9686839,0.00007848189,0.000002636224,0.01489692,0.001126101,0.00002728549,0.00001013804,0.000001076614,0.01517345],"genre_scores_gemma":[0.9888688,0.0001933657,0.0001191802,0.00005121771,0.0003120542,8.59105e-8,0.000002021476,0.000001565479,0.01045172],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7614139,"threshold_uncertainty_score":0.9974661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01543844742696384,"score_gpt":0.2568201238515326,"score_spread":0.2413816764245687,"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."}}