{"id":"W4210381256","doi":"10.4000/hommesmigrations.13076","title":"Les mots et les portes","year":2021,"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":"Psychology","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001176201,0.0001906345,0.0002327011,0.00008513111,0.000966401,0.0006751144,0.0001009533,0.00009777147,0.01543645],"category_scores_gemma":[0.0001871778,0.0001881357,0.0002739869,0.00008319051,0.0002362749,0.0001346624,0.0000532276,0.0001998064,0.0001943571],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000223732,"about_ca_system_score_gemma":0.0001716694,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.01246552,"about_ca_topic_score_gemma":0.06164503,"domain_scores_codex":[0.9988894,0.0001060972,0.000319125,0.0002563439,0.0001785868,0.0002504872],"domain_scores_gemma":[0.9989372,0.0001605146,0.0001010828,0.0003044555,0.0004021859,0.00009455522],"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":[9.750304e-7,0.0002689254,0.0009590302,0.00002732046,0.0001825464,0.00005223493,0.004932124,0.00008010746,0.00001929436,0.787417,0.2001687,0.005891781],"study_design_scores_gemma":[0.000122754,0.00002236566,0.001234565,0.00007949073,0.0005152981,0.000006756656,0.017377,0.000518753,0.0001209523,0.00784846,0.9719229,0.0002307251],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02275405,0.5032049,0.0006417249,0.04388895,0.001292888,0.0001022147,0.00128861,0.00007866234,0.4267479],"genre_scores_gemma":[0.6254841,0.003280471,0.0003341565,0.0005967978,0.002036953,0.00001201886,0.0005102317,0.00002217733,0.3677231],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.7795685,"threshold_uncertainty_score":0.9941106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05265899177003541,"score_gpt":0.3047819490072582,"score_spread":0.2521229572372228,"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."}}