{"id":"W4247816596","doi":"10.4000/ethiquepublique.1590","title":"Penser l'ouverture des frontières","year":2015,"lang":"fr","type":"paratext","venue":"Éthique Publique","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Computer science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","scholarly_communication","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"category_scores_codex":[0.005111682,0.003327929,0.003249743,0.0016976,0.0007341272,0.002109286,0.003685459,0.009198148,0.03554105],"category_scores_gemma":[0.006360083,0.003421911,0.001208082,0.00223533,0.002779028,0.003357307,0.00153019,0.009036704,0.3991669],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.006983533,"about_ca_system_score_gemma":0.01099899,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006708554,"about_ca_topic_score_gemma":0.01753195,"domain_scores_codex":[0.9835133,0.00494697,0.002193313,0.003173787,0.002282033,0.003890627],"domain_scores_gemma":[0.9833643,0.0009030126,0.001744328,0.003371733,0.007793524,0.002823116],"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":[0.0005037784,0.0007076057,0.0006761577,0.001327475,0.0009316157,0.0003892122,0.002444562,0.0005826864,0.0005478951,0.1262014,0.8644573,0.001230281],"study_design_scores_gemma":[0.001732357,0.0004109513,0.00093349,0.001751361,0.0004545585,0.0006246336,0.0004159925,0.0006067957,0.0008828421,0.02996149,0.9587525,0.003473012],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004003753,0.07894189,0.002046602,0.01465283,0.01557567,0.003741503,0.006764346,0.001182139,0.8730913],"genre_scores_gemma":[0.01153538,0.003617744,0.0104173,0.02251245,0.008580057,0.001316352,0.007435656,0.002694134,0.9318909],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3636259,"threshold_uncertainty_score":0.9999349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0250314855308008,"score_gpt":0.2730363371915197,"score_spread":0.2480048516607189,"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."}}