{"id":"W4243484705","doi":"10.3138/9781442690349-fm","title":"Frontmatter","year":2012,"lang":"en","type":"book-chapter","venue":"University of Toronto Press eBooks","topic":"Canadian Policy and Governance","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002318024,0.0007640815,0.000544515,0.001371795,0.001851499,0.004697699,0.0009591106,0.001847196,0.8627627],"category_scores_gemma":[0.0010277,0.0003635213,0.000405919,0.001374571,0.0004948793,0.003592046,0.002375183,0.001636057,0.7257282],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001462485,"about_ca_system_score_gemma":0.0008852392,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00485301,"about_ca_topic_score_gemma":0.0167983,"domain_scores_codex":[0.9997218,0.00002240676,0.000009705722,0.00006011378,0.0001409753,0.00004494425],"domain_scores_gemma":[0.9996105,0.00005515636,0.00001693725,0.00006237899,0.0001514982,0.0001036682],"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":[0.0000152512,0.00001394046,0.00006617576,0.00007373124,0.00000137157,0.00004940625,0.00009936641,0.0000382505,0.0002159415,0.01156983,0.8754926,0.1123642],"study_design_scores_gemma":[0.000001431628,0.000002414399,0.00007097523,0.00002555493,4.307748e-7,0.00002469034,0.00002777845,0.0000169012,0.00003740524,0.0008001499,0.9989907,0.00000159999],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001638344,0.0007372292,0.0004836933,0.0008349051,0.001021676,0.00001891896,0.0006611717,0.0007032074,0.9953754],"genre_scores_gemma":[0.000571428,0.0002391466,0.0001347053,0.0002241718,0.0000874653,0.000007145388,0.0002239881,0.0001998812,0.998312],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1372373,"threshold_uncertainty_score":0.1957523,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0254987891979019,"score_gpt":0.2240738782432971,"score_spread":0.1985750890453952,"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."}}