{"id":"W2950852639","doi":"10.1075/sal.8.04ali","title":"Post-lexical strata","year":2019,"lang":"en","type":"book-chapter","venue":"Studies in Arabic linguistics","topic":"Phonetics and Phonology Research","field":"Psychology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Linguistics; Geology; History; Philosophy","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002052007,0.0003366608,0.0001622872,0.000844496,0.001298599,0.002677093,0.0005201485,0.0004281062,0.01263484],"category_scores_gemma":[0.0004564018,0.0002043991,0.0003266767,0.000484552,0.001973206,0.002231542,0.001527227,0.0009013523,0.00129151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001981323,"about_ca_system_score_gemma":0.0009112014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007202334,"about_ca_topic_score_gemma":0.007856067,"domain_scores_codex":[0.9997607,0.00003810452,0.00001126001,0.00006491658,0.00006752368,0.00005755416],"domain_scores_gemma":[0.9997478,0.00004928902,0.00003244442,0.00008559519,0.00005426956,0.00003059938],"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":[0.00005237497,0.00002932914,0.006437623,0.00005882884,0.00001224214,0.0004053847,0.006387851,0.0007920719,0.008735713,0.9344939,0.00132721,0.04126745],"study_design_scores_gemma":[0.0000292954,0.00007918927,0.04874104,0.0001265652,0.00003400436,0.0006628006,0.004470215,0.0147669,0.004401672,0.7831927,0.143456,0.0000396112],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.2829266,0.001095482,0.07843573,0.001751132,0.0001251151,0.0001178223,0.0003123023,0.0004621582,0.6347736],"genre_scores_gemma":[0.9746341,0.0001645226,0.004062193,0.000110125,0.00004241827,0.00003395869,0.00007851549,0.00006373435,0.02081045],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.01263484,"threshold_uncertainty_score":0.04226774,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.149238423707314,"score_gpt":0.4384333487145375,"score_spread":0.2891949250072234,"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."}}