{"id":"W4283156003","doi":"10.5539/jel.v11n5p31","title":"Learning Through Crisis Epistemologies: Recognising, Managing and Designing New Spaces and Bodies","year":2022,"lang":"en","type":"article","venue":"Journal of Education and Learning","topic":"Communication and COVID-19 Impact","field":"Social Sciences","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Liminality; Sociology; Transformational leadership; Autonomy; Epistemology; Pedagogy; Psychology; Social psychology; Anthropology; Political science","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":"codex-gemma-dda1882f352a","candidate_categories":["sts"],"consensus_categories":[],"category_scores_codex":[0.001769987,0.0000719253,0.0001453682,0.0001409126,0.002144889,0.000294641,0.0001092771,0.00002706483,0.0001536583],"category_scores_gemma":[0.001240723,0.00007194672,0.00002985747,0.0001410981,0.00008809782,0.0003904091,0.00009412516,0.0005888611,5.860379e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008316615,"about_ca_system_score_gemma":0.0003850046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001509132,"about_ca_topic_score_gemma":0.00006944577,"domain_scores_codex":[0.9984574,0.0008938753,0.0002131987,0.0001033702,0.0001940059,0.0001381712],"domain_scores_gemma":[0.9988375,0.000532944,0.0003932193,0.00005249792,0.00007262025,0.0001112115],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00004259796,0.00004829108,0.06875458,0.00003129949,0.00004601549,0.000002628523,0.5544713,0.0004732564,0.0001312285,0.001955213,0.00496864,0.369075],"study_design_scores_gemma":[0.0001680851,0.0001514187,0.005475035,0.00004989482,0.00002634966,0.00004913069,0.6273207,0.00005559732,0.000005122129,0.00242496,0.3641838,0.00008992625],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9138216,0.01782829,0.001254372,0.04901263,0.000440619,0.0001109205,1.55675e-7,0.00004640461,0.01748494],"genre_scores_gemma":[0.9864762,0.004483746,0.003596654,0.0007187352,0.000134904,0.000001917482,5.560244e-7,0.000007372365,0.004579928],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3689851,"threshold_uncertainty_score":0.9991542,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06000141012550336,"score_gpt":0.3828833724305489,"score_spread":0.3228819623050456,"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."}}