{"id":"W4394788167","doi":"10.4000/hommesmigrations.16978","title":"Les mots pour le dire…","year":2024,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"Linguistics and Discourse Analysis","field":"Arts and Humanities","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Political science","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":[0.001995804,0.0005525671,0.0003362816,0.001110253,0.005309294,0.007779921,0.0008256838,0.003163574,0.1880868],"category_scores_gemma":[0.007392976,0.0002610559,0.0003782153,0.001477797,0.002489883,0.006291926,0.002558828,0.003277062,0.0661349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004096224,"about_ca_system_score_gemma":0.005786679,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0237154,"about_ca_topic_score_gemma":0.04389973,"domain_scores_codex":[0.9978016,0.0007224652,0.000101622,0.0004491676,0.0006568661,0.000268319],"domain_scores_gemma":[0.9966277,0.0006426986,0.0003249251,0.0003096279,0.001625204,0.0004697696],"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":[0.00007462833,0.00002366851,0.001582424,0.0002335126,0.000007465236,0.0002708168,0.008121901,0.0000671731,0.0003380622,0.2571509,0.6801491,0.05198038],"study_design_scores_gemma":[0.000004902656,0.000009371444,0.0009009406,0.0001925601,0.000003160307,0.0001608164,0.005655214,0.00004559472,0.0001638169,0.008320923,0.9845316,0.00001118518],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.006067694,0.004318316,0.003034317,0.1782763,0.01226218,0.00008486146,0.001795088,0.0002321089,0.793929],"genre_scores_gemma":[0.1131986,0.005900465,0.00322584,0.01661323,0.003856758,0.0001337849,0.00167971,0.0002763458,0.8551152],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.1880868,"threshold_uncertainty_score":0.629213,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04317409042682651,"score_gpt":0.2946731364191966,"score_spread":0.2514990459923701,"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."}}