{"id":"W4400410668","doi":"10.61585/pud-rea-v1n102","title":"Emprunt Lexical. Le Cas Des Termes De Couleur Du Français À L’arabe Marocain","year":2022,"lang":"fr","type":"article","venue":"Revue d'Etudes Africaines.","topic":"Language, Linguistics, Cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"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":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0008318324,0.0005918782,0.000859735,0.0002065212,0.002903052,0.0005286548,0.0008211643,0.0001462754,0.00712228],"category_scores_gemma":[0.000781181,0.0005541506,0.000655083,0.0003560435,0.0009656833,0.0002167724,0.0006312765,0.0006969813,0.0002173815],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007524514,"about_ca_system_score_gemma":0.000187058,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02306583,"about_ca_topic_score_gemma":0.005017093,"domain_scores_codex":[0.9963968,0.0004252549,0.0008352328,0.0007506272,0.0005178645,0.001074192],"domain_scores_gemma":[0.9979654,0.0003913258,0.0003356262,0.0006022045,0.0003820442,0.0003234122],"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":[0.0001304522,0.001929566,0.007962101,0.001550787,0.001436952,0.002582697,0.262801,0.002863089,0.0003914207,0.6307893,0.07903634,0.00852636],"study_design_scores_gemma":[0.0006957327,0.0002856901,0.002692144,0.0001630235,0.0007402188,0.000257245,0.02896241,0.004020589,0.00004962181,0.01272348,0.9484333,0.0009764935],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.5140042,0.1247764,0.001945553,0.05934695,0.007142962,0.001785432,0.003715986,0.001182459,0.2861001],"genre_scores_gemma":[0.8882695,0.0008832492,0.0007575711,0.0009055703,0.004407164,0.0001441455,0.000138332,0.0001112499,0.1043831],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.869397,"threshold_uncertainty_score":0.999691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02348084608661676,"score_gpt":0.2337387358993732,"score_spread":0.2102578898127564,"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."}}