{"id":"W4249280584","doi":"10.4000/hommesmigrations.3123","title":"The Good Lie","year":2015,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"Legal Education and Practice Innovations","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Mathematics","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":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001074711,0.0001099959,0.00008534372,0.00004618902,0.001859207,0.0007138296,0.0003003091,0.0001143721,0.0005847088],"category_scores_gemma":[0.001792018,0.00009075962,0.00006888745,0.001260939,0.0005283105,0.001097681,0.000030984,0.0004051833,0.002619226],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001762355,"about_ca_system_score_gemma":0.002408354,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007573389,"about_ca_topic_score_gemma":0.02442436,"domain_scores_codex":[0.9984644,0.0004170743,0.00028707,0.000154846,0.0003539226,0.0003226917],"domain_scores_gemma":[0.9979858,0.0008330106,0.0001616599,0.000309252,0.0004861201,0.0002241769],"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":[0.000001331481,0.00008334408,0.0002504057,9.077073e-7,0.00001377973,2.999817e-7,0.01597084,0.000005669576,0.000001557862,0.4298353,0.5304772,0.02335935],"study_design_scores_gemma":[0.0001082175,0.00002756152,0.0005140914,0.000008637909,0.00004037804,0.000003363156,0.04758818,0.00006330349,0.000008720574,0.01930258,0.9322242,0.0001107786],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.002849659,0.06176392,0.0003259582,0.7029571,0.006125635,0.0002097539,0.00002637891,0.00005827495,0.2256833],"genre_scores_gemma":[0.3981583,0.001104127,0.0007739561,0.003769711,0.001839886,0.00007267516,0.00003319172,0.00001371187,0.5942345],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6991873,"threshold_uncertainty_score":0.9994403,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0848367859243728,"score_gpt":0.3838057050624081,"score_spread":0.2989689191380354,"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."}}