{"id":"W4389679202","doi":"10.1515/9780889778658-fm","title":"Frontmatter","year":2022,"lang":"en","type":"book-chapter","venue":"University of Regina Press eBooks","topic":"Canadian Identity and History","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Wilfrid Laurier University; Arthur B. McDonald-Canadian Astroparticle Physics Research Institute","funders":"","keywords":"Computer science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002259983,0.0006615915,0.000379215,0.001331665,0.005641117,0.004700687,0.0007680309,0.001661899,0.5131894],"category_scores_gemma":[0.0006597545,0.0003876836,0.0002664542,0.001727667,0.001016974,0.002431143,0.001477718,0.001759507,0.2539738],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009908537,"about_ca_system_score_gemma":0.007501831,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.431371,"about_ca_topic_score_gemma":0.8350189,"domain_scores_codex":[0.9997168,0.00001569484,0.000006507933,0.00005358277,0.0001222696,0.00008503756],"domain_scores_gemma":[0.9996825,0.00002537447,0.000007397276,0.00002313381,0.0001814718,0.00008009785],"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":[0.00001466114,0.00001047008,0.0002575551,0.00005817813,0.00000154837,0.0001173407,0.0006114333,0.00003788591,0.0003138639,0.01987666,0.9141209,0.06457944],"study_design_scores_gemma":[8.427451e-7,0.000001287884,0.0001970954,0.00002616762,5.893922e-7,0.00003467367,0.0002550339,0.00001069461,0.00005575658,0.0004068514,0.9990082,0.0000028204],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0007040859,0.002250682,0.0002726625,0.003715239,0.001019489,0.00001572303,0.0009175404,0.0002968973,0.9908077],"genre_scores_gemma":[0.00112867,0.0003313447,0.00006769743,0.0004655439,0.00001365396,0.000002365061,0.0001020351,0.00004580533,0.9978429],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4868106,"threshold_uncertainty_score":0.8577203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02182025034863634,"score_gpt":0.1877042456071489,"score_spread":0.1658839952585126,"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."}}