{"id":"W6911602540","doi":"10.5281/zenodo.12395346","title":"imm 5257 annexe 1 francais pdf 2023","year":2024,"lang":"en","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Diverse Scientific and Economic Studies","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Residence; Citizenship; Refugee; Immigration; French","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.001373333,0.001097334,0.0008168646,0.001632879,0.002353387,0.006548298,0.001481961,0.002842397,0.9154924],"category_scores_gemma":[0.005618369,0.0006932502,0.0007983236,0.001787006,0.0005087504,0.003045933,0.002117981,0.001691112,0.8592355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002755329,"about_ca_system_score_gemma":0.003463899,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02550339,"about_ca_topic_score_gemma":0.0443259,"domain_scores_codex":[0.9988367,0.00009321391,0.00005857695,0.000144274,0.0006669463,0.0002003791],"domain_scores_gemma":[0.9962687,0.0003262641,0.0001066844,0.0003556313,0.002357616,0.0005850717],"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":[0.00003245377,0.00002132887,0.00004973376,0.000101446,0.000001244229,0.00003741862,0.0000258541,0.0000302346,0.0002530243,0.001484448,0.9778215,0.02014132],"study_design_scores_gemma":[0.000003601423,0.000008105366,0.0001424516,0.00003606481,5.309151e-7,0.000018344,0.00001762219,0.000008773089,0.00008738699,0.0001210286,0.9995521,0.000003884089],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0002982835,0.0006012187,0.0005259027,0.0008438012,0.002845026,0.0002466324,0.009187897,0.002298479,0.9831527],"genre_scores_gemma":[0.0007210696,0.0002195301,0.0002292382,0.0004095827,0.0001222601,0.00005086146,0.002386988,0.0008795585,0.994981],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.08450764,"threshold_uncertainty_score":0.1205399,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04621494849721983,"score_gpt":0.2137192541985704,"score_spread":0.1675043057013505,"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."}}