{"id":"W2901487483","doi":"10.3138/cpp.2017-032","title":"Basic Information and Communication Technology Skills among Canadian Immigrants and Non-Immigrants","year":2018,"lang":"en","type":"article","venue":"Canadian Public Policy","topic":"Education Systems and Policy","field":"Social Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"McMaster University","keywords":"Immigration; Demographic economics; New immigrants; Political science; Economics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":true,"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":[0.0006378611,0.0003650556,0.0003421491,0.001911911,0.002871892,0.001361572,0.0009342338,0.0005745121,0.003166421],"category_scores_gemma":[0.002824608,0.0002441299,0.000514442,0.002576916,0.001030405,0.000461823,0.001231277,0.0006957819,0.0003259842],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01241362,"about_ca_system_score_gemma":0.01798696,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.985005,"about_ca_topic_score_gemma":0.990142,"domain_scores_codex":[0.9992245,0.00002973894,0.00004013936,0.00007851556,0.0002610604,0.0003659437],"domain_scores_gemma":[0.9981869,0.000112803,0.0003341092,0.00003416554,0.0007010075,0.0006310443],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001335689,0.0001146428,0.979517,0.00006770746,0.00003926328,0.0001502315,0.006588771,0.00006598252,0.0002504322,0.0002346368,0.002044349,0.01079338],"study_design_scores_gemma":[0.000004239762,0.00003386539,0.9912274,0.0000379138,0.00001189522,0.0000384237,0.00757071,0.00005508546,0.00004193527,0.00002086486,0.000946336,0.00001133814],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955395,0.0003533831,0.00001362055,0.0002321501,0.00001242113,0.00002059103,0.0008823982,0.000003015669,0.002942893],"genre_scores_gemma":[0.9966034,0.000524496,0.00003794031,0.0001208496,0.000005439435,0.00001225743,0.001020662,0.000002687238,0.001672282],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01499498,"threshold_uncertainty_score":0.09006757,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01009767159686724,"score_gpt":0.2795707950437032,"score_spread":0.2694731234468359,"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."}}