{"id":"W4384254642","doi":"10.3138/9781442629752-002","title":"Acknowledgments","year":2023,"lang":"en","type":"book-chapter","venue":"University of Toronto Press eBooks","topic":"Library Science and Administration","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Faculty of Arts and Sciences; 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":[],"consensus_categories":[],"category_scores_codex":[0.003522501,0.0007028714,0.0007346894,0.001740689,0.002028292,0.003609256,0.001996696,0.001198742,0.2461094],"category_scores_gemma":[0.01565545,0.000284983,0.0005132904,0.001663999,0.0007110976,0.002215131,0.002965684,0.003054445,0.2134834],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00298451,"about_ca_system_score_gemma":0.004393002,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006469552,"about_ca_topic_score_gemma":0.008998725,"domain_scores_codex":[0.9957483,0.0007795008,0.000171741,0.0004514127,0.002629798,0.0002191529],"domain_scores_gemma":[0.9848673,0.001265594,0.0003789668,0.0007418699,0.01084123,0.001905101],"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":[0.00002618376,0.00001367669,0.0002574879,0.0001212731,0.00000313939,0.00009341419,0.0005138306,0.00006438744,0.0003008651,0.008323702,0.9607702,0.02951182],"study_design_scores_gemma":[0.000003412363,0.000003911387,0.0001923088,0.00009264488,0.000002182869,0.00009516063,0.0002418302,0.00002856894,0.00007921503,0.0009302825,0.9983265,0.000003891919],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.003648441,0.007171758,0.01495225,0.08865973,0.05930311,0.001116573,0.02031407,0.002885611,0.8019484],"genre_scores_gemma":[0.01064222,0.003028898,0.01088149,0.01570034,0.00412198,0.0005446447,0.009381785,0.001667454,0.9440312],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2461094,"threshold_uncertainty_score":0.8233179,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05453541427683305,"score_gpt":0.259839951480149,"score_spread":0.2053045372033159,"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."}}