{"id":"W6949023627","doi":"10.5281/zenodo.11807564","title":"cit 0002 e pdf","year":2024,"lang":"fr","type":"other","venue":"Zenodo (CERN European Organization for Nuclear Research)","topic":"Public Policy and Administration Research","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Citizenship; Refugee; Immigration","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":[0.0005308795,0.001420713,0.001314517,0.002514801,0.00228871,0.009051795,0.002388711,0.003517497,0.9729752],"category_scores_gemma":[0.004910767,0.001063279,0.001130853,0.002540477,0.0008343207,0.006243158,0.00306716,0.002952219,0.9563816],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001887021,"about_ca_system_score_gemma":0.001847913,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00511454,"about_ca_topic_score_gemma":0.009700571,"domain_scores_codex":[0.9992299,0.00004186428,0.00003365462,0.00009931437,0.0004892279,0.0001060214],"domain_scores_gemma":[0.9966233,0.0003786373,0.0001037934,0.0003325618,0.001946532,0.0006151596],"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":[0.00002419298,0.00001888672,0.00001990954,0.0001186367,0.000001255693,0.00003263181,0.00001379302,0.00001970561,0.0002253137,0.0006978426,0.9797227,0.01910528],"study_design_scores_gemma":[0.00001159414,0.0000145872,0.0001214708,0.00005454784,0.000001549018,0.00004015352,0.00004208543,0.0000205109,0.000149012,0.0003209567,0.9992169,0.000006654767],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001192403,0.0003445146,0.000444975,0.0006408994,0.002617514,0.0001655759,0.004492572,0.003122148,0.9880526],"genre_scores_gemma":[0.0004919753,0.0002170396,0.0002132724,0.0004936449,0.0002418966,0.00003782161,0.001757244,0.001105055,0.995442],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.02702481,"threshold_uncertainty_score":0.03854764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06064870685645489,"score_gpt":0.3177345954708907,"score_spread":0.2570858886144358,"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."}}