{"id":"W7004986871","doi":"","title":"The Pandemic Pivot at an Ontario College of Applied Arts and Technology: A Review of International and Domestic Student Success","year":2021,"lang":"en","type":"article","venue":"Scholarship at UWindsor (University of Windsor)","topic":"Cell Image Analysis Techniques","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Lawrence College","funders":"","keywords":"Residence; Pandemic; Coronavirus disease 2019 (COVID-19); Significant difference; 2019-20 coronavirus outbreak; Study abroad; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Distance education; International education","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":[0.005958089,0.0004477529,0.001044138,0.006390924,0.002410738,0.004583895,0.001095942,0.0006832213,0.003485168],"category_scores_gemma":[0.009825485,0.0003645399,0.000483158,0.01527096,0.003518137,0.001717287,0.001753037,0.001085255,0.0003968694],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01869093,"about_ca_system_score_gemma":0.04129486,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6133327,"about_ca_topic_score_gemma":0.8398157,"domain_scores_codex":[0.9977205,0.0003842743,0.0002446706,0.0001702831,0.001149001,0.0003311161],"domain_scores_gemma":[0.9890348,0.002967163,0.001424612,0.0002433509,0.004680036,0.001650077],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0002269584,0.00009795071,0.07382245,0.01434665,0.0002330954,0.0002796694,0.01386583,0.0001271611,0.0003207774,0.00497955,0.04317148,0.8485284],"study_design_scores_gemma":[0.00002478301,0.0002816298,0.3728959,0.02513666,0.0003839947,0.0003891819,0.02129108,0.00007681883,0.0003365729,0.0006331724,0.5784539,0.0000963647],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.02175976,0.9561509,0.00009695513,0.00553824,0.0003968312,0.00003006261,0.000259899,0.00001491337,0.01575243],"genre_scores_gemma":[0.121109,0.8748824,0.0001902256,0.0009339779,0.0002229233,0.00003708801,0.0002518518,0.00002491344,0.00234761],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.9813091,"threshold_uncertainty_score":0.777889,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009553504273914873,"score_gpt":0.2588458716130484,"score_spread":0.2492923673391335,"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."}}