{"id":"W2972997394","doi":"10.24193/rjps.2019.1.04","title":"Romanian Immigrants to Canada: A Statistical Portrait","year":2019,"lang":"en","type":"article","venue":"Romanian Journal of Population Studies","topic":"Migration and Labor Dynamics","field":"Social Sciences","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Portrait; Romanian; Immigration; Demographic economics; Political science; History; Art history; Economics; Archaeology; Linguistics; Philosophy","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":[],"consensus_categories":[],"category_scores_codex":[0.0006561267,0.000172104,0.0002074509,0.007549891,0.002462262,0.001790704,0.0006535922,0.0002288217,0.004723899],"category_scores_gemma":[0.002191344,0.0001317108,0.0002739606,0.01762784,0.0007306022,0.0003057241,0.0006611213,0.0004104418,0.0004467674],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009469084,"about_ca_system_score_gemma":0.01478792,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9804336,"about_ca_topic_score_gemma":0.9888374,"domain_scores_codex":[0.9994761,0.00006033515,0.00002982008,0.00006575585,0.0001627965,0.0002052701],"domain_scores_gemma":[0.9980454,0.0002545472,0.0002060055,0.00008441873,0.001244364,0.0001652134],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001716195,0.00003999703,0.8561859,0.0001158881,0.0001210689,0.0004548937,0.009984074,0.001966982,0.0006321905,0.01309327,0.03226597,0.08496813],"study_design_scores_gemma":[0.000004017049,0.00001761691,0.9491733,0.0000531178,0.0000300766,0.0001481474,0.01009917,0.001214215,0.0002019661,0.0005240547,0.03850029,0.0000340807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9046937,0.00313038,0.001195975,0.001998116,0.00004363066,0.0000949017,0.03583993,0.00014407,0.05285932],"genre_scores_gemma":[0.977406,0.001960505,0.0007879397,0.0001314186,0.00002285554,0.00003512267,0.008283905,0.00005319848,0.0113192],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01956636,"threshold_uncertainty_score":0.06870329,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01957426827635957,"score_gpt":0.3240946274724253,"score_spread":0.3045203591960658,"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."}}