{"id":"W3166999601","doi":"10.1037/cep0000257","title":"From lollipops to lidocaine: The need for a universal print-to-speech framework.","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Experimental Psychology/Revue canadienne de psychologie expérimentale","topic":"Multisensory perception and integration","field":"Psychology","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada","keywords":"Lidocaine; Computer science; Speech recognition; Psychology; Communication; Neuroscience","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0012482,0.0005026661,0.0006119107,0.0003014535,0.0003001748,0.001766307,0.0008130555,0.0007567144,0.005397736],"category_scores_gemma":[0.004659682,0.0002553838,0.0004951367,0.0001483412,0.002194929,0.001818664,0.001010708,0.00149372,0.000512774],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004000319,"about_ca_system_score_gemma":0.0006387648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000740362,"about_ca_topic_score_gemma":0.001034322,"domain_scores_codex":[0.9993348,0.0002003991,0.00005229553,0.0001784388,0.0001863207,0.00004772423],"domain_scores_gemma":[0.9979165,0.0013027,0.0003301163,0.0002474282,0.00007806262,0.000125246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.004376556,0.001020118,0.0103225,0.003270041,0.0002329686,0.001072129,0.001626271,0.001402564,0.5630519,0.01369884,0.001099512,0.3988267],"study_design_scores_gemma":[0.0006120998,0.01781868,0.3699016,0.00232162,0.001190122,0.005612963,0.004217593,0.009437921,0.4784777,0.07786689,0.032322,0.0002209112],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8593609,0.03420268,0.07261512,0.006234739,0.000696446,0.0004135529,0.0004651902,0.0008534716,0.02515798],"genre_scores_gemma":[0.9712305,0.006203988,0.01743609,0.001738309,0.0001827355,0.0002455785,0.0001437961,0.0001099801,0.002709139],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005397736,"threshold_uncertainty_score":0.01805723,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06540802251731113,"score_gpt":0.3725634738240134,"score_spread":0.3071554513067023,"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."}}