{"id":"W4385527037","doi":"10.1515/9780773569102-002","title":"Acknowledgements","year":2001,"lang":"en","type":"book-chapter","venue":"McGill-Queen's University Press eBooks","topic":"University Challenges and Reforms","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Industry Canada","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":true,"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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001820307,0.0004291961,0.0004608408,0.0003139593,0.001687193,0.00004862521,0.0009703524,0.0008480641,0.001841211],"category_scores_gemma":[0.00001546616,0.0004575206,0.0003681819,0.00002368554,0.000569875,0.0002258062,0.0006288049,0.000590305,0.0004664088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008808571,"about_ca_system_score_gemma":0.0001353924,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00170149,"about_ca_topic_score_gemma":0.00005503938,"domain_scores_codex":[0.9978474,0.00008028398,0.0001893223,0.0006218362,0.0006561568,0.0006049375],"domain_scores_gemma":[0.9983259,0.00005166398,0.0002635193,0.0004861103,0.0004790255,0.000393772],"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":[0.00005201112,0.00002952052,0.000002395354,0.00003973056,0.0002489684,0.0003376128,0.001241883,0.000001632605,3.942806e-7,0.9705542,0.0218763,0.005615305],"study_design_scores_gemma":[0.0005657026,0.00005352062,0.000003243237,0.0001406902,0.0001923724,5.078612e-7,0.001080897,8.916621e-7,0.000007885626,0.001402086,0.9959854,0.0005668299],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000004708453,0.000004141546,0.00001689035,0.0003173991,0.0007200568,0.0004868832,0.0001750583,0.0002892226,0.9979857],"genre_scores_gemma":[0.0002063785,0.002827888,0.0000536317,0.00007601697,0.0004099594,3.105883e-7,0.00003106693,0.00004973662,0.996345],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9741091,"threshold_uncertainty_score":0.9997876,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02886309075943462,"score_gpt":0.2416255719646082,"score_spread":0.2127624812051736,"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."}}