{"id":"W4402512764","doi":"10.1080/03057925.2024.2395864","title":"Reimagining education in emergencies: a conversation between practitioners and scholars","year":2024,"lang":"en","type":"article","venue":"Compare A Journal of Comparative and International Education","topic":"Global Educational Policies and Reforms","field":"Social Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Economic and Social Research Council","keywords":"Conversation; Sociology; Engineering ethics; Engineering; Communication","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.1015594,0.0007748278,0.001333874,0.002055092,0.02938924,0.02782653,0.005201878,0.03711061,0.006448087],"category_scores_gemma":[0.1165323,0.001024923,0.0007461467,0.002402758,0.04793379,0.02785291,0.02138078,0.05141423,0.001048476],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01589769,"about_ca_system_score_gemma":0.05636261,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008754851,"about_ca_topic_score_gemma":0.01171092,"domain_scores_codex":[0.9315644,0.05572401,0.001774263,0.001331379,0.003341946,0.006263962],"domain_scores_gemma":[0.8851519,0.07933623,0.004323407,0.001805569,0.008487195,0.02089582],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00005629005,0.0001987917,0.001266148,0.0007512329,0.00001771434,0.002359642,0.7344984,0.0003723087,0.0003088139,0.1140682,0.1021724,0.0439301],"study_design_scores_gemma":[0.00002346351,0.00008243112,0.0004360843,0.001422813,0.000006643774,0.000357221,0.7969889,0.0001274308,0.00008249727,0.0202333,0.1802088,0.00003049443],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.006624857,0.005521657,0.001287642,0.972508,0.002901032,0.00003970602,0.000005182523,0.00002448976,0.01108741],"genre_scores_gemma":[0.6477928,0.02135674,0.00380748,0.3126526,0.005599969,0.0002459461,0.00001843426,0.0002053641,0.008320651],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.1015594,"threshold_uncertainty_score":0.537104,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07147239324008607,"score_gpt":0.4609955869797304,"score_spread":0.3895231937396443,"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."}}