{"id":"W6903266070","doi":"10.1075/rllt.16","title":"Romance Languages and Linguistic Theory 16","year":2020,"lang":"en","type":"book","venue":"Romance languages and linguistic theory","topic":"Spanish Linguistics and Language Studies","field":"Arts and Humanities","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Romance languages; Catalan; Romance; Language contact; Theme (computing); Theoretical linguistics; Germanic languages","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0007478322,0.001103448,0.001402337,0.0002087537,0.0008647597,0.0005541807,0.0005214715,0.0003389606,0.001615689],"category_scores_gemma":[0.004728732,0.0009616963,0.0002484773,0.00005119356,0.001461798,0.00004848152,0.0004934719,0.001003873,0.0001132184],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001110383,"about_ca_system_score_gemma":0.0001674073,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002287028,"about_ca_topic_score_gemma":0.0006110505,"domain_scores_codex":[0.9965122,0.0002022169,0.0007703101,0.001273358,0.0004713815,0.0007705004],"domain_scores_gemma":[0.9964491,0.001600587,0.0005468212,0.0007155316,0.0003587798,0.0003292193],"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":[0.0001421974,0.00004279424,0.00001790109,0.00101581,0.000444474,0.0009411568,0.04818983,5.201636e-7,0.000005056979,0.9352424,0.008067375,0.005890549],"study_design_scores_gemma":[0.0006773575,0.0002819448,0.00006578532,0.001222973,0.0008688715,0.00004150588,0.01384884,0.00002752043,0.0000108723,0.2171558,0.7644401,0.001358426],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0005834537,0.1142662,0.0001088328,0.0000945932,0.001750769,0.0005169672,0.0007568166,0.0004440082,0.8814784],"genre_scores_gemma":[0.30783,0.002290073,0.0002992924,0.00173983,0.02089881,0.00006229624,0.0003772544,0.0003180232,0.6661844],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.7563727,"threshold_uncertainty_score":0.999297,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01062640199604637,"score_gpt":0.2518301738074478,"score_spread":0.2412037718114014,"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."}}