{"id":"W2044247976","doi":"10.1016/s0024-3841(03)00102-5","title":"Two types of restructuring—Lexical vs. functional","year":2003,"lang":"en","type":"article","venue":"Lingua","topic":"Syntax, Semantics, Linguistic Variation","field":"Arts and Humanities","cited_by":170,"is_retracted":false,"has_abstract":false,"ca_institutions":"McGill University","funders":"McGill University","keywords":"Restructuring; Linguistics; Computer science; German; Interpretation (philosophy); Lexical item; Natural language processing; Business; Philosophy; Finance","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":[0.0001219897,0.00007901666,0.0001209421,0.00005475026,0.0001050806,0.00003671199,0.00005661317,0.00002959223,0.002262708],"category_scores_gemma":[0.0006406019,0.00007250669,0.00004821833,0.00001944713,0.00008959464,0.0000316879,0.00001213866,0.00008169998,0.0001026609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001425849,"about_ca_system_score_gemma":0.0000430941,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003031952,"about_ca_topic_score_gemma":0.0002455768,"domain_scores_codex":[0.9993568,0.00002861902,0.0002044559,0.0001285384,0.000161102,0.0001204805],"domain_scores_gemma":[0.9995216,0.00008482244,0.0000842686,0.0001378181,0.0001416925,0.00002985097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.00001591915,0.0000241433,0.001062524,0.00001541019,0.00001925769,0.000002144043,0.004415342,0.00004615053,0.00008493504,0.9940737,0.000116687,0.0001237513],"study_design_scores_gemma":[0.0008557601,0.0001070449,0.005406972,0.00005709031,0.00008100898,0.00001051622,0.001697764,0.0002829004,0.006969865,0.9159961,0.06823764,0.0002973303],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7692278,0.0001235967,0.000690645,0.001166092,0.00730274,0.0001524001,0.00001832225,0.0001896644,0.2211288],"genre_scores_gemma":[0.995293,0.000001761361,0.001087021,0.00009787325,0.00163455,0.000001921211,0.000006206772,0.0000168531,0.001860767],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2260653,"threshold_uncertainty_score":0.9986494,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0306739176469292,"score_gpt":0.246242897555576,"score_spread":0.2155689799086468,"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."}}