{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0002435997,0.0003296509,0.0003270389,0.0001596137,0.0006411761,0.0003000269,0.0004741041,0.000200725,0.09581245],"category_scores_gemma":[0.00002275707,0.0003368151,0.0002104334,0.00000371839,0.000194228,0.0002200307,0.0002929821,0.001217754,0.001149672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001242144,"about_ca_system_score_gemma":0.00009620368,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000721042,"about_ca_topic_score_gemma":0.0001557704,"domain_scores_codex":[0.9985379,0.00001763868,0.0003578716,0.000384586,0.0004225645,0.0002794282],"domain_scores_gemma":[0.9991797,0.00007784057,0.0002283374,0.0003285572,0.00008632849,0.00009926027],"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":[0.000003556186,0.000004108725,9.772979e-7,0.00002235838,0.00004152889,0.00001200342,0.002155823,2.132306e-7,3.53025e-7,0.6648304,0.3304542,0.00247441],"study_design_scores_gemma":[0.0001261217,0.00003184615,4.277754e-7,0.0001029724,0.00005983077,0.000005063638,0.0002103032,0.000001903803,9.765697e-7,0.04915514,0.9499337,0.0003716762],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.00001230275,0.001553434,8.297164e-7,0.0003385412,0.00197243,0.0001579702,0.0002105587,0.0002499561,0.995504],"genre_scores_gemma":[0.0009674126,0.00005683523,0.00001311386,0.0009012214,0.004598112,0.00002408246,0.0002168893,0.0001184608,0.9931039],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.6194795,"threshold_uncertainty_score":0.9999084,"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."}}