{"id":"W4413553756","doi":"10.64628/aam.dgsaqa9mu","title":"Under the guise of coronavirus response, Alberta justifies education cuts","year":2020,"lang":"en","type":"preprint","venue":"","topic":"Global Health Workforce Issues","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Coronavirus; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Political science; 2019-20 coronavirus outbreak; Virology; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"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":[0.004709065,0.0004274615,0.0003246676,0.001105552,0.00580688,0.008367541,0.001378434,0.008985772,0.05010826],"category_scores_gemma":[0.01448825,0.0002755062,0.000403612,0.001055086,0.002864536,0.002461014,0.002901979,0.00625502,0.004025507],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03284465,"about_ca_system_score_gemma":0.1226669,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8329765,"about_ca_topic_score_gemma":0.8843888,"domain_scores_codex":[0.9947163,0.0004497873,0.00005811398,0.0002313861,0.001809522,0.002734914],"domain_scores_gemma":[0.99231,0.001289466,0.0001824003,0.0002082016,0.00204562,0.003964265],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0002261791,0.0001089943,0.005887993,0.0001235683,0.00002504159,0.0002771157,0.001050676,0.0008239156,0.000888301,0.156394,0.7700939,0.06410026],"study_design_scores_gemma":[0.00006754173,0.00006384321,0.01312382,0.0002384895,0.000021054,0.00006396455,0.003304854,0.0007669303,0.000604298,0.01798335,0.9637226,0.00003918915],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02129925,0.002176393,0.001323191,0.6184949,0.01110782,0.00008422502,0.0008272253,0.0003273507,0.3443596],"genre_scores_gemma":[0.2343927,0.00202226,0.003486465,0.2254071,0.002507363,0.00006883968,0.0006533224,0.0002268764,0.5312351],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1670235,"threshold_uncertainty_score":0.3360143,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1489086164017324,"score_gpt":0.5039661304923871,"score_spread":0.3550575140906547,"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."}}