{"id":"W3156033987","doi":"10.4000/hommesmigrations.12410","title":"ADN","year":2021,"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":"Humanities; Art","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001476752,0.0005301269,0.0003838209,0.001191051,0.00254137,0.00673661,0.001238216,0.002316075,0.5446582],"category_scores_gemma":[0.004362964,0.0002959492,0.0003465705,0.001226472,0.001019389,0.003030456,0.002960196,0.001809515,0.3670106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002686019,"about_ca_system_score_gemma":0.003607139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00765895,"about_ca_topic_score_gemma":0.01122027,"domain_scores_codex":[0.9986119,0.0002229978,0.0001018041,0.0002676438,0.0005852153,0.0002104006],"domain_scores_gemma":[0.9980015,0.0001930306,0.00008063922,0.0003231428,0.001076972,0.0003247205],"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":[0.0001177782,0.00005249301,0.001109667,0.0002752397,0.000009662398,0.0003343711,0.0007217713,0.0001009599,0.0009733581,0.07451577,0.7130347,0.2087542],"study_design_scores_gemma":[0.000002350504,0.000004285817,0.0001858363,0.0000449464,0.00000119108,0.00008979578,0.0001261877,0.0000211136,0.0001202814,0.00119096,0.9982102,0.000002879447],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.001498826,0.001726198,0.001634433,0.006615129,0.006267975,0.00009031106,0.001966297,0.0004571195,0.9797436],"genre_scores_gemma":[0.01170586,0.001270886,0.001238751,0.002306548,0.0004743445,0.00006297431,0.001536741,0.0002560962,0.9811477],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4553418,"threshold_uncertainty_score":0,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02478805558043825,"score_gpt":0.2511566964711689,"score_spread":0.2263686408907306,"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."}}