{"id":"W1595773372","doi":"","title":"Higher Education Systems in the G8 Countries: Canada","year":2006,"lang":"en","type":"article","venue":"International Organisations Research Journal","topic":"Higher Education Governance and Development","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political science; Humanities; Physics; Economic growth; Economics; Art","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002361371,0.00006093282,0.00006084724,0.0002196649,0.0009659794,0.0007391692,0.00065354,0.00004263615,0.002167381],"category_scores_gemma":[0.000217052,0.00004832494,0.00001871902,0.0005127655,0.0001194499,0.0003483053,0.0000199824,0.0003751082,0.00009521446],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003093943,"about_ca_system_score_gemma":0.01464121,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.771176,"about_ca_topic_score_gemma":0.5851009,"domain_scores_codex":[0.9965011,0.0004628625,0.0003173467,0.0001145072,0.002314806,0.0002893829],"domain_scores_gemma":[0.9982575,0.0003856231,0.0001049074,0.0001055138,0.001074101,0.00007233618],"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":[0.000003876874,0.0001166838,0.04928008,0.000001787744,0.000009792948,0.00001039094,0.003665057,0.0000974345,0.00001441291,0.3898704,0.5567045,0.0002255684],"study_design_scores_gemma":[0.00008760962,0.000003576634,0.1765276,0.00001894409,0.000001006211,0.00001351757,0.007298658,0.000003097922,0.000004414295,0.00444528,0.8115479,0.00004838489],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2506437,0.001270924,0.0001143361,0.3814578,0.01139196,0.0006488055,0.00002975824,0.00002558777,0.3544171],"genre_scores_gemma":[0.9546645,0.0001471409,0.00008660749,0.0008036426,0.00258375,0.00004842346,0.00001498987,0.000006666764,0.04164434],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7040207,"threshold_uncertainty_score":0.9987448,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04000421179853234,"score_gpt":0.3975232136489557,"score_spread":0.3575190018504234,"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."}}