{"id":"W3207260767","doi":"10.1139/facets-2021-0096","title":"The impact of COVID-19 on the learning and achievement of vulnerable Canadian children and youth","year":2021,"lang":"en","type":"article","venue":"FACETS","topic":"Youth Substance Use and School Attendance","field":"Social Sciences","cited_by":94,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; Royal Society of Canada; University of Ottawa","funders":"","keywords":"Attendance; Disengagement theory; Pandemic; Coronavirus disease 2019 (COVID-19); Social distance; Political science; Psychology; Economic growth; Public relations; Medicine; Gerontology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007434446,0.00005164101,0.00008512492,0.00001644104,0.000853323,0.00004229668,0.00009016228,0.00002967299,0.00005578743],"category_scores_gemma":[0.000420851,0.00002943757,0.00002733411,0.0001250078,0.0001577364,0.00003470123,0.00001789006,0.0001432964,0.000001339921],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005780749,"about_ca_system_score_gemma":0.000458697,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2736231,"about_ca_topic_score_gemma":0.2757277,"domain_scores_codex":[0.9992257,0.0002534674,0.00008795253,0.0001003294,0.0001490819,0.0001834762],"domain_scores_gemma":[0.9994979,0.0001650286,0.00005746372,0.0000906906,0.00003712395,0.0001518137],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002053363,0.00001887769,0.8774322,0.000005299788,0.00008440152,0.000002381589,0.110409,0.000383463,0.0002207923,0.007934836,0.001147543,0.002340708],"study_design_scores_gemma":[0.0006316131,0.0001699551,0.8852088,0.00006475981,0.0000329179,0.00000239652,0.104161,0.00004178575,0.0007142916,0.001559655,0.007197505,0.0002152377],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9906265,0.001111846,0.000003220543,0.003492896,0.00002189874,0.0001045183,0.00004773218,0.000004518531,0.004586884],"genre_scores_gemma":[0.998733,0.0005824,0.000006341694,0.0001284613,0.00002019537,0.000001553267,0.000003826005,0.000002994447,0.0005211919],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00810655,"threshold_uncertainty_score":0.7374884,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0296794936455678,"score_gpt":0.3201627613084495,"score_spread":0.2904832676628817,"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."}}