{"id":"W4230483356","doi":"10.1007/978-3-642-27739-9_74-2","title":"Dictionary Attack","year":2021,"lang":"en","type":"book-chapter","venue":"","topic":"Linguistics, Language Diversity, and Identity","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa","funders":"","keywords":"Computer science; History","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.00003178998,0.0001590785,0.000189709,0.00006584894,0.000224656,0.0001715409,0.0001177126,0.00009568444,0.1378986],"category_scores_gemma":[0.0001928526,0.0001514949,0.0001717945,0.000001925639,0.0001420243,0.00005880521,0.0001328393,0.000172931,0.002465046],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003741801,"about_ca_system_score_gemma":0.00003667415,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002283706,"about_ca_topic_score_gemma":0.001933103,"domain_scores_codex":[0.99935,0.000004064965,0.0001380158,0.0002128425,0.0001903586,0.0001047874],"domain_scores_gemma":[0.9985933,0.0000209091,0.00006063054,0.0002004573,0.001076463,0.00004824589],"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":[0.000001236287,0.000008365962,0.00001760324,0.00002567969,0.00006257316,0.00005330493,0.002038777,7.722463e-8,1.247593e-8,0.5655558,0.432149,0.00008760385],"study_design_scores_gemma":[0.00006416971,0.00001124895,0.000004508057,0.00003949284,0.00008474501,3.313427e-7,0.001622422,0.000001503187,8.422125e-7,0.007338336,0.9906296,0.0002028567],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0000441531,0.0006507627,0.000004340845,0.00001806566,0.01947858,0.00005285558,0.0001884132,0.00009330433,0.9794695],"genre_scores_gemma":[0.0007548683,0.0001638495,0.00002055113,0.000502452,0.03546795,4.933038e-7,0.0002993379,0.00002277417,0.9627677],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.5584806,"threshold_uncertainty_score":0.9983116,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06017600260436809,"score_gpt":0.225557925260462,"score_spread":0.1653819226560939,"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."}}