{"id":"W4297513759","doi":"10.19173/irrodl.v23i2.5870","title":"Educational Processes and Learning at Home During COVID-19: Parents’ Experiences with Distance Education","year":2022,"lang":"en","type":"article","venue":"The International Review of Research in Open and Distributed Learning","topic":"Diverse Education Studies and Reforms","field":"Social Sciences","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Distance education; Social distance; Socioeconomic status; Psychology; Theme (computing); Medical education; Coronavirus disease 2019 (COVID-19); Mathematics education; Developmental psychology; Social psychology; Sociology; Medicine; Computer 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":[0.003071564,0.00006264378,0.0001267581,0.00008215454,0.002888123,0.000146021,0.0005313389,0.00001165848,0.0008337361],"category_scores_gemma":[0.002955823,0.00004170859,0.00001337912,0.000647592,0.0004899883,0.0002354297,0.0007032107,0.000348998,0.000001942618],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004401987,"about_ca_system_score_gemma":0.001548631,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002270241,"about_ca_topic_score_gemma":0.0002865067,"domain_scores_codex":[0.998053,0.0005409871,0.0001883609,0.0002122583,0.000822324,0.0001830839],"domain_scores_gemma":[0.9987357,0.0006265583,0.0001581516,0.0000679831,0.0003010656,0.0001105773],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"qualitative","study_design_scores_codex":[0.0003161764,0.00037968,0.8542092,0.002524819,0.00006300461,0.000004085342,0.1056836,0.0002586378,0.000005880104,0.02560813,0.004178752,0.006768091],"study_design_scores_gemma":[0.0002406947,0.00004487097,0.0139365,0.0008704501,0.000003848124,0.000009471352,0.6265631,0.00001050117,0.0000017891,0.0003937628,0.3578453,0.00007972719],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9239881,0.02379681,0.00001483851,0.04247438,0.0001765089,0.0006612442,0.00002154387,0.000009589904,0.008856973],"genre_scores_gemma":[0.9682229,0.02615011,0.00001866066,0.0001647769,0.00005754022,0.0005348371,0.00009037379,0.00000388708,0.004756911],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8402727,"threshold_uncertainty_score":0.99841,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07289325220700976,"score_gpt":0.4565365171037573,"score_spread":0.3836432648967475,"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."}}