{"id":"W4400662706","doi":"10.17509/francisola.v8i1.60893","title":"The use of anglicism in French and Quebec media headlines","year":2023,"lang":"fr","type":"article","venue":"FRANCISOLA","topic":"Linguistics, Language Diversity, and Identity","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; Political science; Art","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":[],"consensus_categories":[],"category_scores_codex":[0.0002517301,0.0001254554,0.0002110849,0.0001182615,0.0003156411,0.00022554,0.0001459403,0.00008502876,0.0002083737],"category_scores_gemma":[0.004845396,0.0001022158,0.00006576999,0.0001152141,0.000615256,0.000180745,0.0001290281,0.0001646623,0.00009669773],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002407717,"about_ca_system_score_gemma":0.00003713045,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2276102,"about_ca_topic_score_gemma":0.571952,"domain_scores_codex":[0.999042,0.00006862556,0.0002721474,0.0001617958,0.0001779053,0.0002775454],"domain_scores_gemma":[0.9985359,0.0006185735,0.0000825552,0.0001984412,0.0005078123,0.00005676306],"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":[0.00004384564,0.0001865217,0.1442978,0.0005021922,0.00009995147,0.0001749026,0.2839603,0.00003768599,0.000005686991,0.06453112,0.486541,0.01961893],"study_design_scores_gemma":[0.0005714516,0.00004096631,0.1321903,0.0001695037,0.00005794388,4.340016e-7,0.01593896,0.001539314,0.0000158032,0.003419254,0.8458282,0.0002278722],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9577085,0.01540004,0.0000103151,0.0004747227,0.0252934,0.0001452494,0.0004165716,0.00003705956,0.0005141399],"genre_scores_gemma":[0.8933278,0.004530233,0.00007166224,0.0002859866,0.01653188,0.000006415828,0.00006007571,0.00003192362,0.08515401],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3592872,"threshold_uncertainty_score":0.7775332,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05511567627994466,"score_gpt":0.2330799033751546,"score_spread":0.1779642270952099,"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."}}