{"id":"W4387544241","doi":"10.4000/hommesmigrations.15890","title":"Le Paradis","year":2023,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"Historical and Political Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"World Federation of Science Journalists","funders":"","keywords":"Computer 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":"codex-gemma-dda1882f352a","candidate_categories":["sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001405897,0.00009206479,0.0001402517,0.00003991831,0.001305213,0.00004150958,0.0001272262,0.0000907544,0.0005491067],"category_scores_gemma":[0.0001983197,0.0000930662,0.0001189452,0.001038969,0.0005759241,0.000127006,0.00003835685,0.0001085541,0.01092636],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008246661,"about_ca_system_score_gemma":0.0001745691,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007878851,"about_ca_topic_score_gemma":0.01323283,"domain_scores_codex":[0.9989044,0.0001305081,0.000163053,0.0001582391,0.0001895843,0.0004542121],"domain_scores_gemma":[0.9992923,0.0003452,0.00002582682,0.0001078803,0.00004119204,0.0001876542],"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":[3.024451e-7,0.00003828953,0.0002269023,0.000004589264,0.00001076976,0.000002541384,0.005619346,0.000003586629,0.000001986274,0.4766038,0.5089369,0.008550983],"study_design_scores_gemma":[0.00005675872,0.00002048162,0.002493992,0.0000114091,0.00002361968,3.338382e-7,0.002892367,0.00005262926,0.000004950855,0.03140627,0.9629227,0.0001145078],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.01095575,0.1184856,0.0002260336,0.4211462,0.003341627,0.0002009017,0.0001728455,0.0003424744,0.4451286],"genre_scores_gemma":[0.3491545,0.001928208,0.00006446266,0.0006793289,0.0008468199,0.00003578965,0.00001861855,0.000007542336,0.6472647],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.4539858,"threshold_uncertainty_score":0.9999949,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04877184886453234,"score_gpt":0.3158236055611189,"score_spread":0.2670517566965865,"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."}}