{"id":"W6964001716","doi":"10.25384/sage.c.5308538.v1","title":"U.S. Children “Learning Online” during COVID-19 without the Internet or a Computer: Visualizing the Gradient by Race/Ethnicity and Parental Educational Attainment","year":2021,"lang":"en","type":"other","venue":"Sage Journals Data","topic":"","field":"","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"The Internet; Internet access; Educational attainment; Socioeconomic status; Pandemic; Quarter (Canadian coin); Educational technology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.002223018,0.0007198006,0.0007402432,0.0002487841,0.0008042671,0.0008689414,0.002628055,0.0002067396,0.01060024],"category_scores_gemma":[0.0006628985,0.0004183707,0.0001388154,0.0003923652,0.0004061192,0.000214665,0.00390885,0.001988813,0.00007889002],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005706784,"about_ca_system_score_gemma":0.0006057061,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001920069,"about_ca_topic_score_gemma":0.002795459,"domain_scores_codex":[0.9943783,0.001750656,0.0008259142,0.001186559,0.001173451,0.0006850714],"domain_scores_gemma":[0.9960424,0.00049078,0.001200423,0.001717167,0.00004860874,0.00050066],"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":[0.0001266529,0.0006496548,0.1377779,0.0001786952,0.002029535,0.00006604181,0.002244276,0.00008926339,0.0002428197,0.00000334001,0.8504195,0.006172387],"study_design_scores_gemma":[0.003933533,0.0001595981,0.1898265,0.01278709,0.0009557884,0.006003895,0.003221902,0.004563051,0.00003537866,0.00002320006,0.7767053,0.001784874],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.2251636,0.6565729,0.005808603,0.0194248,0.003466075,0.007015099,0.07973199,0.000862129,0.001954788],"genre_scores_gemma":[0.2152229,0.2358548,0.008421366,0.01176231,0.03437804,0.0003978857,0.09625167,0.008373149,0.3893379],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.4207181,"threshold_uncertainty_score":0.9998268,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05777115855926984,"score_gpt":0.3805369862661382,"score_spread":0.3227658277068683,"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."}}