{"id":"W4399771338","doi":"10.32920/26052871.v1","title":"Pivoting During the Time of COVID-19: The Implementation of an Online Writing Program","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Higher Education Practises and Engagement","field":"Social Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University; York University; Bishop's University","funders":"","keywords":"Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Computer science; Virology; Medicine; Internal 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":[0.02816681,0.0004421603,0.0004568233,0.001079174,0.006220323,0.003943,0.003542103,0.0008823701,0.00767898],"category_scores_gemma":[0.058255,0.000548225,0.000343072,0.0008819405,0.002519812,0.002650831,0.009220192,0.002985529,0.001653631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008184557,"about_ca_system_score_gemma":0.03459927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02253119,"about_ca_topic_score_gemma":0.06293375,"domain_scores_codex":[0.9819386,0.01004169,0.0007977756,0.001126714,0.003512249,0.002582997],"domain_scores_gemma":[0.9512041,0.01306777,0.003368208,0.004367852,0.006608387,0.02138373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"qualitative","study_design_scores_codex":[0.001078011,0.01141497,0.02660979,0.0008556177,0.00003207135,0.0006970524,0.08757788,0.0003918804,0.00462572,0.002449241,0.03103117,0.8332365],"study_design_scores_gemma":[0.002157337,0.02633935,0.3452248,0.003177685,0.0002326006,0.001029198,0.2715651,0.003480334,0.02834718,0.003505454,0.3144342,0.0005067431],"study_design_candidate":"qualitative","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9151519,0.0001966516,0.01141125,0.00584428,0.0003373119,0.01013974,0.0004745121,0.001465221,0.05497906],"genre_scores_gemma":[0.9317713,0.0002409886,0.04154541,0.001655889,0.00009220545,0.0075441,0.0005447367,0.000247734,0.01635766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02816681,"threshold_uncertainty_score":0.1489621,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0846287152467888,"score_gpt":0.4712837596252326,"score_spread":0.3866550443784438,"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."}}