{"id":"W3021653782","doi":"","title":"Introduction - Countries of immigrants, countries of migrants. Canada, Italy","year":2020,"lang":"en","type":"preprint","venue":"HAL (Le Centre pour la Communication Scientifique Directe)","topic":"Migration, Identity, and Health","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002736215,0.000776556,0.0004789248,0.002372447,0.003828923,0.004036762,0.0008113624,0.001123245,0.03981041],"category_scores_gemma":[0.0008968914,0.0001816466,0.000198918,0.006332734,0.002714021,0.001393271,0.001455868,0.001865242,0.006510811],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008665944,"about_ca_system_score_gemma":0.0117362,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6091404,"about_ca_topic_score_gemma":0.7483904,"domain_scores_codex":[0.999548,0.00008098616,0.00001367811,0.00005608677,0.0001652647,0.0001359139],"domain_scores_gemma":[0.9996647,0.00007266779,0.00002630578,0.00001571067,0.0001086319,0.000111986],"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":[0.00002494461,0.00002996955,0.002375771,0.0003934141,0.000006368344,0.0002879561,0.006065863,0.0001386557,0.0001653305,0.1849158,0.7375081,0.06808776],"study_design_scores_gemma":[0.000001771192,0.00000376828,0.002953501,0.0001506268,0.000001602781,0.0001616763,0.002441885,0.00001890881,0.00001228902,0.002240094,0.9920105,0.000003498913],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.004946348,0.1255885,0.000711534,0.01567961,0.009613733,0.00009157086,0.002340658,0.0001557853,0.8408723],"genre_scores_gemma":[0.08756749,0.104559,0.002566126,0.009322111,0.005150074,0.0001905308,0.002708006,0.0003010374,0.7876357],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.3908596,"threshold_uncertainty_score":0.7863229,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01428533949520384,"score_gpt":0.2522057511158338,"score_spread":0.23792041162063,"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."}}