{"id":"W4384340715","doi":"10.1007/s11525-023-09413-8","title":"The primacy of morphology in English braille spelling: an analysis of bridging contractions","year":2023,"lang":"en","type":"article","venue":"Morphology","topic":"Tactile and Sensory Interactions","field":"Neuroscience","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"University of British Columbia; National Center for Special Education Research, Institute of Education Sciences; Strong","keywords":"Braille; Spelling; Morpheme; Linguistics; Reading (process); Computer science; Psychology; Communication; Natural language processing","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001169257,0.0003006762,0.0004831416,0.002462115,0.0005311154,0.001643007,0.000421597,0.0003562633,0.00310356],"category_scores_gemma":[0.01413828,0.0002768898,0.0002085187,0.001707377,0.001102961,0.0009819303,0.001407596,0.0005341458,0.0005378003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000330165,"about_ca_system_score_gemma":0.000458853,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004346173,"about_ca_topic_score_gemma":0.006245804,"domain_scores_codex":[0.9987417,0.0003297656,0.0001463337,0.0002922119,0.0003808658,0.0001091321],"domain_scores_gemma":[0.9788861,0.01496465,0.002506212,0.001067174,0.002177362,0.0003986116],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008506016,0.0001894555,0.7106332,0.0006973478,0.0001540419,0.003227165,0.02992602,0.0007232833,0.1434518,0.00342119,0.0007963541,0.1059296],"study_design_scores_gemma":[0.000007764351,0.00006444062,0.9868659,0.00004317683,0.00002707702,0.001121026,0.003419189,0.001212484,0.004842946,0.0005654515,0.001799846,0.00003075681],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937966,0.0002705402,0.001140904,0.00003674337,0.00000501244,0.00001348605,0.0002564828,0.00002332564,0.004457111],"genre_scores_gemma":[0.9982226,0.0000871667,0.0007902285,0.00001554434,0.00000504328,0.00002038347,0.0003181003,0.00002972703,0.0005112719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004346173,"threshold_uncertainty_score":0.01038241,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04828527975858218,"score_gpt":0.3240554502483498,"score_spread":0.2757701704897676,"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."}}