{"id":"W2248890294","doi":"","title":"The Canadian higher education system","year":2008,"lang":"en","type":"article","venue":"Docs.school Publications","topic":"Educational Practices and Policies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005049089,0.00006743358,0.00005357788,0.0001223982,0.006741324,0.0004800243,0.0004416364,0.0000738584,0.0007847192],"category_scores_gemma":[0.0005455406,0.00005552823,0.0000404863,0.0006518941,0.0002532153,0.0006231228,0.00001329618,0.0001822958,0.001203114],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006886074,"about_ca_system_score_gemma":0.009485854,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6118218,"about_ca_topic_score_gemma":0.5998697,"domain_scores_codex":[0.9989136,0.0001682683,0.0001694177,0.0001358778,0.0003002916,0.0003125536],"domain_scores_gemma":[0.9982346,0.0002901061,0.000108624,0.0003480544,0.0005158295,0.0005027686],"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":[2.773205e-7,0.00001409376,0.00565114,0.000001039883,0.000005243584,3.827855e-8,0.000843928,8.515685e-7,6.240809e-7,0.6552101,0.3380908,0.000181867],"study_design_scores_gemma":[0.00001919606,0.000001958372,0.1361544,0.000002922982,0.000005853106,0.000003350583,0.003396181,0.000001928625,5.366022e-7,0.001152439,0.8591986,0.00006267022],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.004025647,0.0004773476,0.000002685937,0.2922447,0.001116054,0.0002097903,0.000009194277,0.00008945338,0.7018251],"genre_scores_gemma":[0.8108548,0.0001972497,0.0001188822,0.001593976,0.001343162,0.0002226353,0.00003316405,0.000007764552,0.1856284],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.8068292,"threshold_uncertainty_score":0.9995745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06088405898014374,"score_gpt":0.3673861139766427,"score_spread":0.306502054996499,"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."}}