{"id":"W4379743542","doi":"10.22329/celt.v14i1.7162","title":"Digital Detox","year":2023,"lang":"en","type":"article","venue":"Collected Essays on Learning and Teaching","topic":"Online Learning and Analytics","field":"Computer Science","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Resource (disambiguation); Process (computing); Engineering ethics; Computer science; Sociology; Public relations; Engineering; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001843377,0.000449315,0.0003317524,0.002151583,0.004805943,0.006677349,0.001891921,0.001763288,0.240361],"category_scores_gemma":[0.008102551,0.0001891218,0.0003092029,0.002539831,0.001953857,0.006496783,0.007974607,0.001700381,0.08131018],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002565001,"about_ca_system_score_gemma":0.003442863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002726892,"about_ca_topic_score_gemma":0.006351311,"domain_scores_codex":[0.9973364,0.0006863661,0.0001149369,0.000253461,0.001294085,0.0003145801],"domain_scores_gemma":[0.9961836,0.0006172115,0.0002253989,0.0006690602,0.0008378683,0.00146689],"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":[0.00002672822,0.00009802732,0.0006220585,0.0002710733,0.000002735766,0.0002276267,0.001610178,0.00009321124,0.0002168241,0.06445628,0.6748194,0.2575558],"study_design_scores_gemma":[0.000001157326,0.00000626901,0.0002102338,0.00003201654,2.805572e-7,0.00005152409,0.0004875424,0.000009406188,0.00005911921,0.0007176185,0.9984226,0.000002307137],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.007473397,0.004648362,0.004886516,0.02298495,0.004457308,0.000270333,0.001594395,0.002099164,0.9515855],"genre_scores_gemma":[0.04377711,0.006370428,0.00453143,0.006665178,0.001416711,0.000342267,0.003312588,0.001144006,0.9324403],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.240361,"threshold_uncertainty_score":0.8040877,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009046877963004017,"score_gpt":0.2591849963543279,"score_spread":0.2501381183913239,"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."}}