{"id":"W4389569548","doi":"10.1080/21565503.2023.2286389","title":"Material circumstances and pandemic-related education choices: parental schooling decisions during the COVID-19 pandemic in four Canadian provinces","year":2023,"lang":"en","type":"article","venue":"Politics Groups and Identities","topic":"Intergenerational and Educational Inequality Studies","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University; University of Toronto","funders":"Social Sciences and Humanities Research Council of Canada","keywords":"Socioeconomic status; Pandemic; Coronavirus disease 2019 (COVID-19); Political science; Economic growth; Geography; Socioeconomics; Sociology; Medicine; Demography; Population; Economics","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.0005760823,0.00008723022,0.0001052359,0.0001877797,0.001673405,0.0003184785,0.0001125372,0.0000570531,0.0000502385],"category_scores_gemma":[0.0008566497,0.00007219131,0.00002231509,0.0001892219,0.0003000263,0.0003065643,0.00004502673,0.00008777909,0.000007184545],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000381408,"about_ca_system_score_gemma":0.0009526981,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3997042,"about_ca_topic_score_gemma":0.7227104,"domain_scores_codex":[0.9989405,0.0001188965,0.0002434753,0.0001674995,0.0002106434,0.0003190073],"domain_scores_gemma":[0.9993094,0.000315831,0.00005622567,0.00005531587,0.0000727911,0.0001904802],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000002772251,0.00000780126,0.8271496,0.00003541418,0.00001607092,0.000001215197,0.01900135,0.00000952802,0.00003094223,0.1527814,0.000871682,0.00009227376],"study_design_scores_gemma":[0.0001680936,0.00001130285,0.6823813,0.00006857255,0.00001640807,0.00001711364,0.1176602,0.00003906113,0.000003870357,0.1840904,0.01534596,0.000197768],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.993848,0.0007887513,9.70613e-7,0.002657379,0.00116635,0.0001588923,0.00008907304,0.00003926126,0.001251367],"genre_scores_gemma":[0.9916867,0.003154593,0.000006983183,0.0004384303,0.0006123423,0.00006005949,0.00003854453,0.000005668279,0.003996677],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3230062,"threshold_uncertainty_score":0.9996263,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0702380542356825,"score_gpt":0.354573326345645,"score_spread":0.2843352721099625,"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."}}