{"id":"W293305725","doi":"10.1093/oxfordhb/9780199571932.013.023","title":"The PhonBank Project","year":2013,"lang":"en","type":"book","venue":"Oxford University Press eBooks","topic":"Mathematics, Computing, and Information Processing","field":"Computer Science","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"Memorial University of Newfoundland","funders":"","keywords":"Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0002455604,0.0002709407,0.0002470173,0.0001334496,0.0007809079,0.0006710804,0.002515275,0.0001986102,0.000005169823],"category_scores_gemma":[0.00001956572,0.0002175277,0.0001419057,0.00002890618,0.0001407404,0.0005476026,0.001081801,0.0003886462,0.00000829584],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001623456,"about_ca_system_score_gemma":0.0005830111,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001675218,"about_ca_topic_score_gemma":0.000002174767,"domain_scores_codex":[0.9986417,0.00004808547,0.0002771608,0.0003050491,0.0003838858,0.0003441446],"domain_scores_gemma":[0.9981454,0.000166006,0.0005280889,0.0008517448,0.0002329506,0.00007582768],"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":[0.000002510092,0.00000501807,1.182229e-7,0.0001340639,0.00003848626,0.000005426912,0.00150627,0.000004402055,3.575488e-7,0.8082916,0.1471129,0.04289882],"study_design_scores_gemma":[0.0001672469,0.00001997795,4.994884e-7,0.0001157253,0.00001742028,0.000009203118,0.00004780572,0.02076635,0.00002867062,0.004310739,0.9742523,0.000264052],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.000003400401,0.00005961525,0.1159228,0.00002781396,0.0003329063,0.0004031212,0.000003748899,0.0002650414,0.8829815],"genre_scores_gemma":[0.00001584669,0.00009414189,0.006555201,0.00009881819,0.00009371065,0.000001756462,0.00000560517,0.00001469929,0.9931202],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.8271394,"threshold_uncertainty_score":0.8870522,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02174634582958097,"score_gpt":0.2055301240367436,"score_spread":0.1837837782071626,"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."}}