{"id":"W3178378155","doi":"10.3390/languages6030120","title":"Apocope in Heritage Italian","year":2021,"lang":"en","type":"article","venue":"Languages","topic":"Linguistic Variation and Morphology","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Variation (astronomy); Homeland; Context (archaeology); Vowel; Linguistics; Heritage language; Identity (music); Psychology; Geography; Political science; Art","routes":{"ca_aff":true,"ca_fund":true,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001604343,0.00002561212,0.00005225533,0.00001301446,0.00004991339,0.0000220877,0.00005456447,0.0000410486,0.002375501],"category_scores_gemma":[0.0007401195,0.00002637927,0.00001467659,0.0001220164,0.00003144204,0.00002248607,0.0000150388,0.00004146838,0.0001042914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002295861,"about_ca_system_score_gemma":0.00008243977,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002121502,"about_ca_topic_score_gemma":0.0159476,"domain_scores_codex":[0.9995778,0.00009343491,0.00005913667,0.00008214219,0.00007143933,0.000116016],"domain_scores_gemma":[0.9998173,0.00004325459,0.00001302607,0.00006713364,0.00002718326,0.00003211536],"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":[0.00000402604,0.0001052294,0.03551466,0.00001090141,0.00001048746,0.001518994,0.08983926,0.000002607045,0.001955986,0.8554863,0.006500461,0.009051085],"study_design_scores_gemma":[0.0004865919,0.00001088096,0.04697974,0.00001783097,0.000005817625,0.00000608018,0.07749086,0.000009337274,0.0008386114,0.004029215,0.8699496,0.0001754371],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.1573515,0.0003980729,0.00004832405,0.004556144,0.0004551633,0.00005958715,0.000004271802,0.00005644131,0.8370705],"genre_scores_gemma":[0.9713939,0.00001813541,0.001060594,0.0009495682,0.0002189921,0.000003677728,0.000006697273,0.000003038373,0.02634539],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8634492,"threshold_uncertainty_score":0.9985365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0184803564348849,"score_gpt":0.3413552638476443,"score_spread":0.3228749074127594,"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."}}