{"id":"W3174422229","doi":"10.5430/ijhe.v10n6p105","title":"The Classroom Re-Imagined and Re-Designed: The Pandemic-Ready Teaching and Learning Station","year":2021,"lang":"en","type":"article","venue":"International Journal of Higher Education","topic":"COVID-19 and Mental Health","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Humility; Distancing; Politics; Pandemic; Denial; Humanity; Political science; Public relations; Social distance; Development economics; Coronavirus disease 2019 (COVID-19); Economic growth; Sociology; Psychology; Law; Medicine; Economics","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004611653,0.0007541271,0.0004321171,0.0009816702,0.01209311,0.01607677,0.002374341,0.006265222,0.04279207],"category_scores_gemma":[0.007619858,0.0004328458,0.0007584918,0.0005957723,0.0112086,0.01425414,0.01934578,0.013312,0.01535642],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005824423,"about_ca_system_score_gemma":0.008380664,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00265044,"about_ca_topic_score_gemma":0.005318026,"domain_scores_codex":[0.9952947,0.00274128,0.00009125474,0.0003275162,0.0005597384,0.000985384],"domain_scores_gemma":[0.9909058,0.001679096,0.0003885741,0.001028728,0.0007018703,0.005295854],"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":[0.00008736989,0.0002427282,0.001942549,0.0004756703,0.00002318039,0.001049564,0.04507467,0.0006051742,0.001594349,0.1925017,0.5675003,0.1889028],"study_design_scores_gemma":[0.00001151446,0.00008375279,0.00101041,0.0004608889,0.000006783682,0.0003429588,0.02778596,0.0001591888,0.0003870259,0.02719279,0.9425243,0.00003449229],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.02632691,0.01276269,0.02318043,0.6293207,0.01888883,0.0001900081,0.0002483887,0.001863932,0.287218],"genre_scores_gemma":[0.4747774,0.01116167,0.04650772,0.1150381,0.006347124,0.0003880196,0.0004868918,0.001362577,0.3439304],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.04279207,"threshold_uncertainty_score":0.1431538,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04650157066632487,"score_gpt":0.4438047873088707,"score_spread":0.3973032166425458,"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."}}