{"id":"W4388766876","doi":"10.3138/9781487547790-002","title":"Acknowledgments","year":2023,"lang":"en","type":"book-chapter","venue":"University of Toronto Press eBooks","topic":"Literature and Culture Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of British Columbia; University of Toronto","keywords":"Geography","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.002604913,0.00104368,0.0008106947,0.00207476,0.00328773,0.005749745,0.002467322,0.0025165,0.4616468],"category_scores_gemma":[0.01004211,0.0004067291,0.0007514492,0.001943261,0.0008715861,0.003952617,0.004737925,0.003162121,0.3213396],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002947363,"about_ca_system_score_gemma":0.00435986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004472321,"about_ca_topic_score_gemma":0.007794102,"domain_scores_codex":[0.9968784,0.0005909827,0.0001985973,0.0006310918,0.001351254,0.0003496568],"domain_scores_gemma":[0.9945314,0.0005917188,0.0002108782,0.000528726,0.00316661,0.0009705155],"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":[0.00005662719,0.00002331114,0.000546932,0.0002247808,0.000007250846,0.0001807648,0.0008669242,0.00006308869,0.0002590623,0.01783262,0.9228076,0.05713096],"study_design_scores_gemma":[0.000003870274,0.000005376943,0.000197775,0.00009360413,0.000002534492,0.00008784929,0.0003078175,0.0000215654,0.0000651189,0.001469349,0.9977404,0.000004815969],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003329476,0.005853201,0.008233977,0.04533187,0.03538906,0.0005554321,0.01907519,0.002760982,0.8794707],"genre_scores_gemma":[0.01447942,0.003134602,0.00682107,0.01185749,0.003024043,0.0003941963,0.01233199,0.001734325,0.946223],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5383532,"threshold_uncertainty_score":0.7678955,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03847125048729883,"score_gpt":0.1998698605462962,"score_spread":0.1613986100589973,"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."}}