{"id":"W4382562891","doi":"10.4000/hommesmigrations.15541","title":"Polina Panassenko, Tenir sa langue","year":2023,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"Language, Linguistics, Cultural Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Linguistics; Philosophy","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000712335,0.0006057895,0.0003578291,0.0005369172,0.003035546,0.004242356,0.0004551202,0.001116338,0.03536261],"category_scores_gemma":[0.001406687,0.0003272909,0.0001946271,0.0006060405,0.002613617,0.005339076,0.002513444,0.003138277,0.0139342],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001612429,"about_ca_system_score_gemma":0.002043991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008134502,"about_ca_topic_score_gemma":0.0113473,"domain_scores_codex":[0.9993153,0.0002773351,0.00003804946,0.0001828825,0.0001221849,0.00006433458],"domain_scores_gemma":[0.9997532,0.0000868284,0.00002702067,0.00004074381,0.00005482469,0.00003740909],"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":[0.0001055048,0.00004259124,0.0009280449,0.00053381,0.0000215475,0.0003364462,0.01807856,0.0001483453,0.001619007,0.581079,0.2800927,0.1170143],"study_design_scores_gemma":[0.000003139957,0.000004677898,0.0004007592,0.00011551,0.000002992598,0.0001121273,0.001077145,0.0000239646,0.0002077918,0.007029869,0.9910165,0.000005490186],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01133403,0.0703679,0.007978606,0.05506474,0.007628559,0.00007403936,0.001248207,0.00056469,0.8457393],"genre_scores_gemma":[0.250049,0.02939709,0.005929894,0.009697967,0.001347807,0.0002330038,0.00114268,0.001392707,0.7008098],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03536261,"threshold_uncertainty_score":0.1182997,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02968804174162195,"score_gpt":0.2663832604249589,"score_spread":0.236695218683337,"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."}}