{"id":"W4304188596","doi":"10.1515/9780857458483-001","title":"ACKNOWLEDGMENTS","year":2022,"lang":"en","type":"book-chapter","venue":"Berghahn Books","topic":"Academic Writing and Publishing","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Geography","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004625696,0.0009347207,0.001275996,0.001862561,0.001920824,0.002500579,0.002088145,0.0008378198,0.2622336],"category_scores_gemma":[0.02192137,0.0002673214,0.0005348244,0.001714323,0.0007721051,0.001681448,0.003097393,0.002650373,0.177712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002207609,"about_ca_system_score_gemma":0.005183429,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00514918,"about_ca_topic_score_gemma":0.007591407,"domain_scores_codex":[0.9950047,0.001058492,0.0002307067,0.0006467622,0.002757797,0.0003015536],"domain_scores_gemma":[0.9732991,0.002521194,0.0006548125,0.001127358,0.01852312,0.003874404],"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":[0.0001197492,0.00002948348,0.0007061912,0.0002979194,0.000009822453,0.0003003159,0.0005992223,0.0001730282,0.001948897,0.006155989,0.9491516,0.0405077],"study_design_scores_gemma":[0.00002183376,0.00001892642,0.0008935063,0.0002117966,0.00001159486,0.0004805686,0.0005172545,0.0001172177,0.0005937896,0.002567136,0.9945509,0.0000155424],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01856101,0.01683723,0.06314551,0.1446878,0.1347493,0.003132196,0.1133971,0.009088454,0.4964014],"genre_scores_gemma":[0.05186301,0.007887529,0.04263804,0.02989393,0.01219583,0.002230752,0.0500101,0.005738414,0.7975423],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7377664,"threshold_uncertainty_score":0.877259,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05122514470328916,"score_gpt":0.2229272485434209,"score_spread":0.1717021038401318,"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."}}