{"id":"W1552560686","doi":"10.7892/boris.131028","title":"Immigrant Status, Early Skill Development, and Postsecondary Participation: A Comparison of Canada and Switzerland","year":2019,"lang":"en","type":"preprint","venue":"Bern Open Repository and Information System (University of Bern)","topic":"Parental Involvement in Education","field":"Social Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Immigration; Postsecondary education; Demographic economics; Longitudinal study; Demography; Higher education; Psychology; Geography; Political science; Sociology; Medicine; Economics","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":[0.0007486591,0.0004342572,0.0004563836,0.00338189,0.002859412,0.001795639,0.000623157,0.0005016771,0.003256657],"category_scores_gemma":[0.001970219,0.0001882205,0.0006464216,0.005073503,0.0007878037,0.0003970532,0.001485433,0.0005263589,0.0002631344],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01385582,"about_ca_system_score_gemma":0.01514328,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9894519,"about_ca_topic_score_gemma":0.9932041,"domain_scores_codex":[0.9991768,0.0000616107,0.00002798955,0.00009812329,0.0001716723,0.0004637817],"domain_scores_gemma":[0.99801,0.0002089722,0.0003002159,0.00005926358,0.0006714422,0.0007501277],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002773298,0.0000695764,0.9798325,0.00004342071,0.00007443395,0.0003240496,0.003591544,0.0002636309,0.0003139739,0.0006102914,0.001267213,0.01333196],"study_design_scores_gemma":[0.000007021729,0.00003022776,0.9941918,0.00003621717,0.00001815049,0.000062681,0.004121779,0.0002068845,0.00007841906,0.00003050341,0.001201509,0.00001479536],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950222,0.0007895424,0.00006906765,0.000221555,0.0000140248,0.00001285483,0.001181159,0.000009705055,0.002679972],"genre_scores_gemma":[0.9972225,0.0004249945,0.00005936689,0.00003482007,0.000003808352,0.000008647784,0.001185223,0.000006714418,0.001053933],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01385582,"threshold_uncertainty_score":0.1005315,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02493527318941556,"score_gpt":0.2663793111012252,"score_spread":0.2414440379118096,"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."}}