{"id":"W3023779373","doi":"10.4458/2610","title":"Migrations. Countries of immigrants, countries of migrants. Canada, Italy","year":2020,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Historical and Environmental Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Immigration; Geography; Demographic economics; Political science; Development economics; Economics; Archaeology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001838884,0.0002499469,0.0005590381,0.00006992515,0.0006215756,0.00006572969,0.0009195405,0.0001950228,0.0002362922],"category_scores_gemma":[0.001175192,0.0002605368,0.0001851559,0.0003062546,0.001208176,0.00009420641,0.0005646994,0.0003004772,0.00001313735],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003677803,"about_ca_system_score_gemma":0.001093212,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8680583,"about_ca_topic_score_gemma":0.9443074,"domain_scores_codex":[0.9959117,0.001761449,0.0006505116,0.0004435206,0.0009345375,0.0002982793],"domain_scores_gemma":[0.9964742,0.001081261,0.0006525276,0.0006666898,0.0009526776,0.0001726449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001215182,0.001231772,0.09643455,0.001809628,0.0008389312,0.00001950994,0.3434896,0.0001358116,0.001888518,0.4309529,0.1094433,0.01363393],"study_design_scores_gemma":[0.0004805812,0.000001341519,0.02653332,0.001405041,0.0001752691,8.355962e-7,0.005442357,0.00023012,0.01780523,0.00285788,0.9443807,0.0006873212],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6501191,0.0332228,0.01025954,0.1551864,0.001475837,0.001946857,0.003066472,0.0003025625,0.1444205],"genre_scores_gemma":[0.9875185,0.005243219,0.002063414,0.0001412601,0.00002856519,0.00003330404,0.0001456468,0.00002052523,0.004805524],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8349375,"threshold_uncertainty_score":0.9999847,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01259549863271567,"score_gpt":0.2161965151073215,"score_spread":0.2036010164746058,"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."}}