{"id":"W7147545201","doi":"10.38140/pie.v39i1.4808","title":"Teaching in the COVID-19 era: Understanding the opportunities and barriers for teacher agency","year":2021,"lang":"","type":"article","venue":"Perspectives in Education","topic":"Digital Education and Society","field":"Computer Science","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Vancouver Island University","funders":"","keywords":"Agency (philosophy); Context (archaeology); Pandemic; Face (sociological concept); Sense of agency; Coronavirus disease 2019 (COVID-19)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002281044,0.0001912356,0.0001622479,0.000139849,0.0008986849,0.000962462,0.0005312486,0.00008546722,0.00005747165],"category_scores_gemma":[0.002354325,0.0001491556,0.00009634,0.0005262219,0.0003866378,0.0008608708,0.0001062721,0.0004993374,6.853899e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001579063,"about_ca_system_score_gemma":0.005068147,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003030217,"about_ca_topic_score_gemma":0.0003355315,"domain_scores_codex":[0.9978254,0.0007354566,0.0003171515,0.0005484329,0.0002522019,0.0003213416],"domain_scores_gemma":[0.9983165,0.0008496238,0.0001330997,0.0004686054,0.00005829896,0.0001738747],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.000003075438,0.0002345375,0.0007227138,0.00003293988,0.00001024647,8.153669e-7,0.5244913,0.00001788137,0.000002847853,0.4627545,0.002416085,0.009313138],"study_design_scores_gemma":[0.0002294126,0.00002689053,0.004279826,0.00003689483,0.00001265953,0.00002539054,0.8721493,0.002593342,0.000001136944,0.1022179,0.01825716,0.0001700201],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.12225,0.01778747,0.07538864,0.7063948,0.003799563,0.001883237,0.00002080666,0.00005663518,0.0724189],"genre_scores_gemma":[0.9889209,0.001023125,0.0008387876,0.006604783,0.0002766346,0.0001754793,0.000008660552,0.00001245296,0.002139202],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.8666709,"threshold_uncertainty_score":0.9281043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1333431898539406,"score_gpt":0.3787860891107301,"score_spread":0.2454428992567896,"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."}}