{"id":"W7006127198","doi":"","title":"Stop Identity Cues As A Cue To Language Identity","year":2016,"lang":"en","type":"dissertation","venue":"Human Biology","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Categorization; Homophone; Identity (music); Priming (agriculture); Cued speech; Neuroscience of multilingualism; Affect (linguistics); First language; Lexical item","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"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":[0.0004762466,0.0003298184,0.0005393454,0.0005066617,0.0002501964,0.00005717009,0.00102626,0.000988849,0.01974585],"category_scores_gemma":[0.0001436911,0.0002856167,0.0001699499,0.0002079555,0.0001603055,0.00009992108,0.0001755386,0.000610502,0.01738185],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007290691,"about_ca_system_score_gemma":0.00008379199,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005231628,"about_ca_topic_score_gemma":0.01659691,"domain_scores_codex":[0.9974871,0.0003991099,0.000405206,0.0008210071,0.0001742948,0.0007132349],"domain_scores_gemma":[0.9985267,0.000114912,0.0001820646,0.0008289244,0.0001546349,0.0001927834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.000858846,0.0005798107,0.009763306,0.0001733859,0.001010773,0.0004035397,0.04997993,5.201784e-8,0.587531,0.2689086,0.06610566,0.01468506],"study_design_scores_gemma":[0.002121253,0.001964614,0.7360418,0.0001954115,0.0001546231,0.00007153318,0.004153916,1.592942e-7,0.009676254,0.1886919,0.05537537,0.001553087],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9007178,0.001713113,0.00003521779,0.0001495964,0.003072987,0.0004204377,0.0001492871,0.00009136504,0.09365021],"genre_scores_gemma":[0.8347767,0.0001006881,0.00001655689,0.0003909624,0.0007453197,0.0002130521,0.001210813,0.00006186554,0.162484],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7262785,"threshold_uncertainty_score":0.9999596,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04511344279582998,"score_gpt":0.4808612641140013,"score_spread":0.4357478213181713,"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."}}