{"id":"W7126722867","doi":"","title":"Lexicalization and Language Change. Laurel J. Brinton, Elizabeth Closs Traugott, 2005, Research Surveys in Linguistics, Cambridge: Cambridge university Press, 207 pp. + xii, ISBN 0-521-83310-8 hardback/ISBN 0-521-54063-1 paperback","year":2006,"lang":"en","type":"article","venue":"Research at the University of Copenhagen (University of Copenhagen)","topic":"Syntax, Semantics, Linguistic Variation","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Lexicalization; Metis","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002029988,0.001062796,0.001193466,0.003034208,0.001814984,0.006792727,0.001284177,0.002473393,0.01276803],"category_scores_gemma":[0.005462276,0.001348475,0.0005241997,0.005793274,0.007131419,0.01600059,0.002340124,0.002496291,0.003156236],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00245558,"about_ca_system_score_gemma":0.001711613,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0167681,"about_ca_topic_score_gemma":0.03786056,"domain_scores_codex":[0.9989936,0.0003720226,0.0001018771,0.0002558572,0.0002070057,0.00006978674],"domain_scores_gemma":[0.9980673,0.001230356,0.0001198583,0.0001858453,0.0003025294,0.00009408415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002132128,0.00008757494,0.003215971,0.002009071,0.0001595871,0.0004017653,0.01382239,0.0006186426,0.001692432,0.2156442,0.4580675,0.3040677],"study_design_scores_gemma":[0.00004270062,0.00004585259,0.0111536,0.001426997,0.0000876989,0.0008106164,0.007042647,0.0004729957,0.0007119118,0.2798904,0.6982572,0.00005742616],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003439136,0.9247687,0.005179424,0.02874881,0.003114906,0.00001601071,0.0004037743,0.0001284002,0.0342009],"genre_scores_gemma":[0.248655,0.6291863,0.008499751,0.008114325,0.005772303,0.0001535522,0.001417404,0.0005068826,0.09769453],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0167681,"threshold_uncertainty_score":0.04271334,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06195185398258227,"score_gpt":0.2792512148951328,"score_spread":0.2172993609125505,"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."}}