{"id":"W4394788145","doi":"10.4000/hommesmigrations.16992","title":"Les Colons","year":2024,"lang":"fr","type":"article","venue":"Hommes & migrations","topic":"Legal and cultural studies analysis","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Computer science","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":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001189581,0.0001191667,0.0001404651,0.00003490002,0.001281337,0.0003101971,0.0001285743,0.00009924616,0.004809008],"category_scores_gemma":[0.00003897699,0.00009568621,0.0002565827,0.001009485,0.0003702171,0.0002690718,0.00003854538,0.00016346,0.001442538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001391735,"about_ca_system_score_gemma":0.00008045779,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.03540077,"about_ca_topic_score_gemma":0.112371,"domain_scores_codex":[0.9990479,0.0001000816,0.0001672143,0.000210811,0.0001969188,0.0002770238],"domain_scores_gemma":[0.9996083,0.0001230247,0.0000236684,0.00008909466,0.00006495569,0.00009100472],"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":[5.013362e-7,0.00004122603,0.0002553204,0.00001905272,0.0001797096,0.000009351873,0.02129658,0.00001487273,0.00002015888,0.2816905,0.5460449,0.1504277],"study_design_scores_gemma":[0.00002401034,0.00002145165,0.000748416,0.00005750841,0.0002775427,0.000001492519,0.01580568,0.0003152137,0.000007161223,0.002386793,0.9802237,0.0001311037],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01801873,0.7200834,0.0002622185,0.1757919,0.001711639,0.0001238048,0.0001178188,0.0001509944,0.0837395],"genre_scores_gemma":[0.5949878,0.004874364,0.00007311073,0.000246673,0.0007400402,0.00002304179,0.00001696681,0.000005735425,0.3990323],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.715209,"threshold_uncertainty_score":0.9993349,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03531758823946304,"score_gpt":0.3192201947850677,"score_spread":0.2839026065456046,"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."}}