{"id":"W4299627933","doi":"10.51952/9781847422903.ch003","title":"Checks and Balances","year":2010,"lang":"en","type":"book-chapter","venue":"Policy Press eBooks","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Environmental 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":[],"consensus_categories":[],"category_scores_codex":[0.0001363481,0.0001268369,0.0002042022,0.0002584564,0.0006132072,0.0002420914,0.0002359834,0.0003606322,0.0003294541],"category_scores_gemma":[0.0000543588,0.0001680076,0.00007137764,0.000003895175,0.001411732,0.00004247922,0.00005792163,0.0003967982,0.00003842688],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001720242,"about_ca_system_score_gemma":0.001012008,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6687856,"about_ca_topic_score_gemma":0.8467031,"domain_scores_codex":[0.9991507,0.00001544117,0.0001301531,0.0002149009,0.0002526136,0.0002361829],"domain_scores_gemma":[0.9993739,0.00003215603,0.0001062073,0.0002008599,0.00004302092,0.0002438912],"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":[0.000001527491,0.000001045241,6.411748e-7,0.00008151502,0.00001591645,0.000006327435,0.002303216,3.059025e-9,0.000008057134,0.9647616,0.0236768,0.009143407],"study_design_scores_gemma":[0.00005005153,0.000004803079,0.000007067822,0.0001230558,0.00003063442,0.000001720981,0.000006208433,6.18021e-8,0.000004853675,0.01840061,0.9811917,0.0001792287],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000003854364,0.003811103,4.46256e-7,0.0005445041,0.0002923014,0.0001805059,0.0001009489,0.00005566587,0.9950107],"genre_scores_gemma":[0.00008472385,0.004888587,0.00001818793,0.001090288,0.001621246,0.00001111413,0.000003514389,0.00002323122,0.9922591],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.9575149,"threshold_uncertainty_score":0.6851149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02961216755215778,"score_gpt":0.2700449423992958,"score_spread":0.240432774847138,"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."}}