{"id":"W4220740560","doi":"10.25189/2675-4916.2021.v2.n3.id609","title":"Lexicalization and Social Meaning of the Italian Subjunctive","year":2022,"lang":"en","type":"article","venue":"Cadernos de Linguística","topic":"Multilingual Education and Policy","field":"Social Sciences","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Linguistics; Lexicalization; Variation (astronomy); Normative; Psychology; Verb; Meaning (existential); Context (archaeology); Philosophy; History; Epistemology","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":[0.0003285749,0.00003922681,0.00006163213,0.00002701791,0.000972802,0.00001920806,0.0001304246,0.00003543695,0.0002626249],"category_scores_gemma":[0.0007008345,0.00003586988,0.00003176488,0.0001705213,0.0002168115,0.00002236594,0.0000600809,0.0001342844,0.000001458103],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007982984,"about_ca_system_score_gemma":0.0002988273,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007360348,"about_ca_topic_score_gemma":0.00009732947,"domain_scores_codex":[0.9992419,0.0002376711,0.0001008987,0.00008588705,0.0001987467,0.0001348732],"domain_scores_gemma":[0.9996709,0.0001164823,0.0000707879,0.00005169949,0.00004956804,0.00004054793],"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":[0.00001063754,0.00004394132,0.00984576,0.00001391311,0.00001069691,3.87966e-7,0.4604827,0.00003780426,0.0002991003,0.5243444,0.000891523,0.00401913],"study_design_scores_gemma":[0.0005597497,0.00005754436,0.03398682,0.00002103552,0.00008550797,0.00000436654,0.2022673,0.00195683,0.001324765,0.03241527,0.7270024,0.000318445],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8618895,0.0001280422,0.0002466485,0.01312146,0.0009161193,0.0003051987,0.00002518456,0.00005613667,0.1233117],"genre_scores_gemma":[0.9972721,0.000003529076,0.00005065112,0.0008848582,0.0002902023,0.000008449908,0.00000195533,0.000005367875,0.001482878],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7261108,"threshold_uncertainty_score":0.7482104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06035223469648989,"score_gpt":0.4069531084109103,"score_spread":0.3466008737144204,"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."}}