{"id":"W598272799","doi":"10.1075/cilt.333","title":"Variation within and across Romance Languages","year":2014,"lang":"en","type":"book","venue":"Amsterdam studies in the theory and history of linguistic science. Series 4, Current issues in linguistic theory","topic":"Medieval European Literature and History","field":"Arts and Humanities","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Variation (astronomy); Romance; Romance languages; Linguistics; Evolutionary biology; Art; Biology; Literature; Philosophy; Physics; Astronomy","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":[0.001461353,0.0002080015,0.0004204437,0.002504685,0.001459842,0.003345772,0.0005842302,0.0003308333,0.00590708],"category_scores_gemma":[0.004730362,0.000159175,0.000209296,0.004625795,0.002946401,0.001956769,0.001773783,0.0006969605,0.0008730519],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001538932,"about_ca_system_score_gemma":0.0008738114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002925755,"about_ca_topic_score_gemma":0.006610203,"domain_scores_codex":[0.9972863,0.0008928697,0.0001566894,0.0005401498,0.0009024869,0.0002215194],"domain_scores_gemma":[0.9985446,0.0007704178,0.0001219377,0.0001922373,0.0003267027,0.00004416189],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001363423,0.00003528748,0.01196129,0.0008435366,0.00006683626,0.001282515,0.1706062,0.0003025522,0.002761871,0.3346982,0.02461628,0.4526891],"study_design_scores_gemma":[0.00001094336,0.00005222075,0.05349451,0.0008526735,0.000035752,0.001930682,0.03281908,0.0001906685,0.001629522,0.01850259,0.8904392,0.00004221221],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3071108,0.05589166,0.002432516,0.003817854,0.000691833,0.00004635438,0.0004586007,0.0001033158,0.6294471],"genre_scores_gemma":[0.9192417,0.01861194,0.001753251,0.0005567928,0.0003943297,0.0000468482,0.0005642072,0.0002423625,0.05858868],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.00590708,"threshold_uncertainty_score":0.0197612,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03883563063683164,"score_gpt":0.3215621347593128,"score_spread":0.2827265041224812,"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."}}