{"id":"W3195611834","doi":"10.22329/jtl.v15i2.6725","title":"Building a Plane While Flying","year":2021,"lang":"en","type":"article","venue":"Journal of Teaching and Learning","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"","keywords":"Context (archaeology); Metaphor; Public relations; Christian ministry; Politics; Coronavirus disease 2019 (COVID-19); Political science; Sociology; Public policy; Pandemic; Pedagogy; Medicine; Geography","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":[0.001735847,0.00007144482,0.0001793902,0.00009259949,0.000479206,0.00004328442,0.00005657632,0.00004826638,0.0001776099],"category_scores_gemma":[0.000350222,0.00006382653,0.00005817388,0.00005053991,0.00001162444,0.00008170652,0.00003307229,0.00162852,0.000007248786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006834541,"about_ca_system_score_gemma":0.00009599929,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001896389,"about_ca_topic_score_gemma":0.000006077471,"domain_scores_codex":[0.9987642,0.000548042,0.0002591116,0.0001119841,0.0001297657,0.000186905],"domain_scores_gemma":[0.999159,0.000421533,0.0002125928,0.00006276941,0.00002861021,0.0001154394],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001483829,0.00016157,0.06902706,0.0001313245,0.0001300159,0.0009566774,0.03074257,0.0002388806,0.01513852,0.003921695,0.001697205,0.8777061],"study_design_scores_gemma":[0.002425568,0.0007766213,0.05531498,0.0008225897,0.00009743447,0.005965855,0.03185845,0.0003835896,0.0002605816,0.0003826201,0.9014009,0.0003108027],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9857869,0.002817963,0.004471465,0.0007927394,0.0006234955,0.0000191955,3.851111e-7,0.00001730551,0.005470539],"genre_scores_gemma":[0.9918498,0.00004193954,0.005021044,0.0004909917,0.0004198941,4.239383e-7,8.310402e-7,0.00001130629,0.002163811],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8997037,"threshold_uncertainty_score":0.7075197,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0577733399905749,"score_gpt":0.4111879572877418,"score_spread":0.3534146172971669,"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."}}