{"id":"W4391103338","doi":"10.26034/ne.tranel.2023.3642","title":"variation géographique et sociale dans le français d'internet: émojis et émoticônes en France et au Québec","year":2024,"lang":"fr","type":"article","venue":"Travaux neuchâtelois de linguistique","topic":"Digital Communication and Language","field":"Computer Science","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humanities; 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","scholarly_communication"],"consensus_categories":[],"category_scores_codex":[0.002099189,0.0005271858,0.0004614373,0.0002967146,0.0002283505,0.00151833,0.001655285,0.0004649736,0.0001237519],"category_scores_gemma":[0.001038029,0.0005982518,0.0003816069,0.0009220371,0.0004309574,0.0009353914,0.0004102187,0.001329956,0.0002882814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000431143,"about_ca_system_score_gemma":0.004199153,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3923953,"about_ca_topic_score_gemma":0.2880453,"domain_scores_codex":[0.9958844,0.001405792,0.0007294959,0.000872759,0.0004091553,0.0006984644],"domain_scores_gemma":[0.9969028,0.001227812,0.0001879109,0.00109642,0.0002961039,0.0002889866],"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":[0.00001092724,0.000302049,0.001140218,0.000253363,0.0001168456,0.000195912,0.1250836,0.0002448438,0.000668102,0.8554502,0.0007131593,0.01582078],"study_design_scores_gemma":[0.0006058418,0.0002608496,0.1273749,0.001086926,0.00008693854,0.000216166,0.000543449,0.02603632,0.0020987,0.01998951,0.8205735,0.001126902],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.05947493,0.02316128,0.5693817,0.08686138,0.002731363,0.0007419798,0.0001531093,0.001373217,0.2561211],"genre_scores_gemma":[0.9508943,0.000773135,0.00878244,0.006653788,0.0004173075,0.00007315726,0.00005251135,0.0001055016,0.03224787],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8914194,"threshold_uncertainty_score":0.9996469,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01602625706741014,"score_gpt":0.2932024183509694,"score_spread":0.2771761612835593,"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."}}