{"id":"W4297814745","doi":"10.1017/9789048552931.009","title":"Romance Languages: Idioma Romániko","year":2022,"lang":"en","type":"other","venue":"","topic":"Spanish Linguistics and Language Studies","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Romance; Art; Literature; Linguistics; Philosophy","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":[0.0007247874,0.001033771,0.0005684128,0.0016815,0.001764608,0.003680906,0.0006727403,0.0007116466,0.04130558],"category_scores_gemma":[0.001196088,0.0002883966,0.0002243383,0.003072276,0.002089474,0.00390152,0.002313085,0.002257883,0.02483219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001234162,"about_ca_system_score_gemma":0.0007870942,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001067301,"about_ca_topic_score_gemma":0.001512122,"domain_scores_codex":[0.9989038,0.0005178644,0.00009330449,0.000153141,0.0001621546,0.0001697364],"domain_scores_gemma":[0.9996592,0.000101562,0.00006538721,0.00005268355,0.00009361365,0.00002749657],"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":[0.00009563094,0.00005171818,0.001460739,0.0007388796,0.00001058762,0.0008291854,0.01614933,0.00006160904,0.001033962,0.6282934,0.2067036,0.1445712],"study_design_scores_gemma":[0.000003167504,0.000003646074,0.000304298,0.0000730251,8.578936e-7,0.0002885699,0.0007871472,0.000008449609,0.00005935625,0.002184172,0.9962843,0.000002963372],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":"theoretical_or_conceptual","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.009079103,0.0223368,0.003474069,0.003148956,0.002775491,0.0001238251,0.001159572,0.0003553445,0.9575468],"genre_scores_gemma":[0.4326499,0.04445028,0.01148195,0.005314529,0.004131079,0.0006095137,0.003914719,0.001645246,0.4958028],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04130558,"threshold_uncertainty_score":0.1381809,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01441861632373282,"score_gpt":0.2337015279366659,"score_spread":0.2192829116129331,"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."}}