{"id":"W66490536","doi":"","title":"What's It Worth? The Tiering of Canadian Degrees.","year":2006,"lang":"en","type":"article","venue":"Education Canada","topic":"Lexicography and Language Studies","field":"Arts and Humanities","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Political 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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000394941,0.00005206612,0.00005038362,0.00009925758,0.0002895413,0.00007146261,0.00007654709,0.000008141994,0.001180663],"category_scores_gemma":[0.000007071973,0.00003747132,0.00002229282,0.00008246793,0.00007663653,0.0001143921,0.000004829704,0.00004291108,0.000001917261],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006199002,"about_ca_system_score_gemma":0.001454266,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9995067,"about_ca_topic_score_gemma":0.999991,"domain_scores_codex":[0.9996195,0.00001018592,0.0001006393,0.00006009392,0.00009176912,0.0001178346],"domain_scores_gemma":[0.9997141,0.00002375512,0.00004017231,0.00010812,0.00007879349,0.00003505573],"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":[6.851968e-7,0.00001210135,0.0009753678,0.00001194247,0.0000194996,8.930933e-7,0.02121621,0.00001353455,0.000001052017,0.1015179,0.8714567,0.004774116],"study_design_scores_gemma":[0.0000179571,0.000002480417,0.004148705,0.0000181929,0.000006691135,4.265277e-7,0.06207823,0.000001127782,0.00001579455,0.0001258127,0.933536,0.00004860945],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.2514416,0.008648382,7.351726e-7,0.02875902,0.007929059,0.0001953784,0.00004429491,0.00001480086,0.7029667],"genre_scores_gemma":[0.9796585,0.00002811311,0.000009854896,0.001346399,0.0007300288,0.00001387061,0.00001590599,0.000004692778,0.01819258],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.7282169,"threshold_uncertainty_score":0.9997324,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01435884927538548,"score_gpt":0.190161810594679,"score_spread":0.1758029613192935,"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."}}