{"id":"W6912152952","doi":"10.5281/zenodo.15295511","title":"FRACTURE MIGRATOIRE","year":2025,"lang":"fr","type":"article","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Migration and Exile Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Face (sociological concept); Population; Immigration; Qualitative analysis","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":["insufficient_payload"],"category_scores_codex":[0.0007277068,0.0001648786,0.0001810113,0.000189832,0.007228474,0.0008571025,0.0008368168,0.000154211,0.04802802],"category_scores_gemma":[0.0008552594,0.0001811648,0.00009509125,0.001326691,0.0007629481,0.0003026204,0.0006413386,0.0003572443,0.01803811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002568535,"about_ca_system_score_gemma":0.00001358476,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003148032,"about_ca_topic_score_gemma":0.00002245867,"domain_scores_codex":[0.9978216,0.0006755537,0.0002590424,0.0003943033,0.0003789174,0.0004705335],"domain_scores_gemma":[0.9987208,0.00004408862,0.00009193511,0.0003186076,0.0006587637,0.000165791],"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":[0.00001427806,0.00009425428,0.000005135091,0.00005775617,0.00005700951,0.000004469956,0.007569733,0.00001969531,0.00006577808,0.1214482,0.7391579,0.1315058],"study_design_scores_gemma":[0.0002494149,0.00006184245,0.0003670476,0.00009480603,0.00003050695,0.00000560113,0.005993109,0.00009496773,0.00007325906,0.001453725,0.9914132,0.0001624737],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.001698046,0.006034266,0.003009098,0.06820982,0.000920822,0.0004185974,0.0001544406,0.000647879,0.918907],"genre_scores_gemma":[0.689312,0.005421595,0.0002505588,0.005028334,0.0009501899,7.322039e-8,0.0008026147,0.001079628,0.2971551],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6876139,"threshold_uncertainty_score":0.994064,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.031169548106088,"score_gpt":0.2894237636610341,"score_spread":0.2582542155549461,"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."}}