{"id":"W7034274174","doi":"","title":"Structure, use, and syntactic ecology in language obsolescence","year":2017,"lang":"fr","type":"article","venue":"Project Muse (Johns Hopkins University)","topic":"Fossil Insects in Amber","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Obsolescence; Natural language; Syntax; Semantics (computer science); Theoretical linguistics","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":[0.00278706,0.000191545,0.0003779121,0.002572919,0.001738427,0.00423337,0.000833035,0.0007973266,0.003733508],"category_scores_gemma":[0.01291328,0.0007178741,0.000325259,0.002515412,0.004737021,0.004742125,0.002385028,0.001851638,0.000399137],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001355109,"about_ca_system_score_gemma":0.002044272,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01951633,"about_ca_topic_score_gemma":0.02903409,"domain_scores_codex":[0.9976377,0.0009765718,0.0001917079,0.0003785726,0.0005402809,0.0002751211],"domain_scores_gemma":[0.9824287,0.0101692,0.002523778,0.001066892,0.003165811,0.0006454858],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004980025,0.0002382466,0.7644297,0.0001785347,0.0001343639,0.001026071,0.09912333,0.000440352,0.02742493,0.02799274,0.0008362777,0.07767743],"study_design_scores_gemma":[0.00002763029,0.00009913866,0.9217514,0.00008883911,0.0001404752,0.001217434,0.04887538,0.001872401,0.002981208,0.01836343,0.004497032,0.00008560865],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9930447,0.0003941296,0.0008880798,0.0004237656,0.000005112727,0.000004972676,0.00006683091,0.00001670484,0.005155789],"genre_scores_gemma":[0.998958,0.00009352658,0.0004245649,0.00002803639,0.000006995114,0.000004723107,0.00005655227,0.00004717951,0.0003803613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01951633,"threshold_uncertainty_score":0.03880543,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02763057058574389,"score_gpt":0.2347871867719718,"score_spread":0.2071566161862279,"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."}}