{"id":"W4391816806","doi":"10.4995/eurocall2023.2023.16993","title":"Exploring users’ perceptions of ASR for writing narrative texts","year":2023,"lang":"en","type":"article","venue":"","topic":"Digital Communication and Language","field":"Computer Science","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Concordia University","funders":"","keywords":"Narrative; Pronunciation; Perception; Computer science; First language; Linguistics; Psychology","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":[0.0001471888,0.0000390867,0.00005844618,0.0000776211,0.000088533,0.00005942173,0.0004108204,0.000009495273,0.00002547505],"category_scores_gemma":[0.0000480772,0.00003560684,0.00004269851,0.0003362877,0.00001730924,0.0006571966,0.000176718,0.00002946246,0.00004536139],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000007669078,"about_ca_system_score_gemma":0.00001283984,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008667189,"about_ca_topic_score_gemma":0.00001460443,"domain_scores_codex":[0.9995973,0.00001510098,0.000114716,0.00009785709,0.00007576113,0.00009923417],"domain_scores_gemma":[0.9994305,0.000142743,0.00002788927,0.000317474,0.00005368377,0.00002768766],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"qualitative","study_design_scores_codex":[0.00000293579,0.00006560225,0.0004362698,0.00003320266,0.0000196216,0.000001446785,0.060239,0.000111192,0.005538963,0.819394,0.002469081,0.1116887],"study_design_scores_gemma":[0.00296554,0.000847064,0.1625569,0.0004490375,0.00002196802,0.00001988558,0.493763,0.201729,0.03049458,0.02760538,0.07778401,0.00176362],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6360876,0.00002107424,0.1823724,0.002481659,0.0001002925,0.0002862821,0.000007085662,0.0007344212,0.1779091],"genre_scores_gemma":[0.9817315,0.000008943545,0.01638672,0.00009401251,0.000007449155,0.00004807301,0.000005126038,0.000003674605,0.001714529],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7917886,"threshold_uncertainty_score":0.1452005,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1608665430752399,"score_gpt":0.3316998879514123,"score_spread":0.1708333448761724,"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."}}