{"id":"W4312503204","doi":"10.1057/978-1-349-96053-8_124116","title":"University of Winnipeg","year":2022,"lang":"en","type":"book-chapter","venue":"The Grants Register 2023","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Sociology","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":[0.0002908302,0.00006850179,0.0001581812,0.0001681937,0.001044562,0.00003428581,0.0005352135,0.00009118506,0.02297276],"category_scores_gemma":[0.00001064817,0.00008174928,0.0001529023,0.00005574059,0.001237013,0.0000469883,0.00009395411,0.0002212591,0.0004153321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004274106,"about_ca_system_score_gemma":0.00052829,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4740138,"about_ca_topic_score_gemma":0.8513027,"domain_scores_codex":[0.9992535,0.00005217337,0.00008740609,0.0001392731,0.0003428019,0.000124822],"domain_scores_gemma":[0.9994195,0.00004270943,0.0001451305,0.0003057023,0.00003019676,0.00005678488],"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":[0.00001926491,0.000005023526,0.000002876406,0.00002309358,0.00005993328,0.00007335928,0.009954349,6.504749e-7,9.562143e-7,0.5400428,0.441325,0.008492658],"study_design_scores_gemma":[0.00006155658,0.000007828505,0.00003724828,0.00002589793,0.00005091491,7.697895e-7,0.0005794295,1.250684e-7,2.227168e-8,0.005527932,0.9936196,0.00008866827],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001734636,0.0009096141,0.000001744036,0.001830543,0.000530963,0.0001257376,0.0001628358,0.00001880191,0.9964024],"genre_scores_gemma":[0.0002532732,0.001728496,0.000002483087,0.00008795228,0.000113676,2.273744e-7,0.000009670589,0.00001222633,0.997792],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5522946,"threshold_uncertainty_score":0.9779204,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03125433616710482,"score_gpt":0.2127055860810285,"score_spread":0.1814512499139237,"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."}}